{"id":37300,"date":"2022-09-15T22:30:40","date_gmt":"2022-09-15T14:30:40","guid":{"rendered":"https:\/\/swarma.org\/?p=37300"},"modified":"2022-09-15T22:30:40","modified_gmt":"2022-09-15T14:30:40","slug":"pcic-2022%e5%8d%8e%e4%b8%ba%e5%9b%a0%e6%9e%9c%e6%8e%a8%e7%90%86%e6%8c%91%e6%88%98%e8%b5%9b","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=37300","title":{"rendered":"PCIC 2022\u534e\u4e3a\u56e0\u679c\u63a8\u7406\u6311\u6218\u8d5b"},"content":{"rendered":"<div class='wxsyncmain'>\n<section style=\"text-align: center;margin-bottom: 0em;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-backh=\"325\" data-backw=\"578\" data-ratio=\"0.5625\" data-s=\"300,640\" data-type=\"jpeg\" data-w=\"1280\" style=\"width: 100%;height: auto !important;\"  src=\"\/wp-content\/uploads\/2022\/09\/wxsync-2022-09-9536cf065fbae6f36713d5f3c57dc29a.jpeg\"  \/><\/section>\n<section style=\"margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">PCIC\uff08the Pacific Causal Inference Conference\uff0c\u6cdb\u592a\u5e73\u6d0b\u56e0\u679c\u63a8\u65ad\u5927\u4f1a\uff09\u7531\u5317\u4eac\u5927\u5b66\u8bb2\u5e2d\u6559\u6388\u3001\u5317\u4eac\u5927\u5b66\u516c\u5171\u536b\u751f\u5b66\u9662\u751f\u7269\u7edf\u8ba1\u7cfb\u7cfb\u4e3b\u4efb\u3001\u5317\u4eac\u5927\u5b66\u5317\u4eac\u56fd\u9645\u6570\u5b66\u7814\u7a76\u4e2d\u5fc3\u751f\u7269\u7edf\u8ba1\u548c\u4fe1\u606f\u7814\u7a76\u5ba4\u4e3b\u4efb\u5468\u6653\u534e\u7b49\u7ec4\u7ec7\u53d1\u8d77\uff0c\u7531\u5317\u4eac\u5927\u5b66\u3001\u56fd\u9645\u751f\u7269\u7edf\u8ba1\u5b66\u4f1a\u4e2d\u56fd\u5206\u4f1a\u7b49\u673a\u6784\u4e3b\u529e\u3001\u534e\u4e3a\u8bfa\u4e9a\u65b9\u821f\u5b9e\u9a8c\u5ba4\u3001\u96c6\u667a\u4ff1\u4e50\u90e8\u7b49\u673a\u6784\u534f\u529e\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">PCIC\u662f\u56e0\u679c\u79d1\u5b66\u9886\u57df\u4e00\u5e74\u4e00\u5ea6\u7684\u76db\u4f1a\uff0c\u76db\u4f1a\u5c06\u4e8e9\u670817\u65e5\u81f318\u65e5\u7ebf\u4e0a\u4e3e\u529e\u3002\u4f1a\u8bae\u671f\u95f4\u4f1a\u8bae\u7ec4\u59d4\u4f1a\uff0c\u5317\u4eac\u5927\u5b66\u5317\u4eac\u56fd\u9645\u6570\u5b66\u7814\u7a76\u4e2d\u5fc3\u548c\u534e\u4e3a\u8bfa\u4e9a\u65b9\u821f\u5b9e\u9a8c\u5ba4\u4eca\u5e74\u7ee7\u7eed\u7ec4\u7ec7\u4e86PCIC 2022\u534e\u4e3a\u56e0\u679c\u63a8\u7406\u6311\u6218\u8d5b\u3002\u672c\u6b21\u5927\u4f1a\u5438\u5f15\u4e86\u6d77\u5185\u5916\u4e00\u5927\u6279\u56e0\u679c\u79d1\u5b66\u76f8\u5173\u9886\u57df\u7684\u5b66\u672f\u5927\u62ff\u6c47\u805a\u4e00\u5802\uff0c\u5171\u540c\u63a2\u8ba8\u56e0\u679c\u79d1\u5b66\u7684\u65b0\u8fdb\u5c55\uff0c\u63a2\u7d22\u65b0\u7684\u79d1\u7814\u65b9\u5411\uff0c\u5438\u5f15\u4e86\u975e\u5e38\u591a\u4f18\u79c0\u7684\u79d1\u7814\u5de5\u4f5c\u8005\u6295\u8eab\u4e8e\u8be5\u9886\u57df\uff0c\u63a8\u52a8\u4e86\u56e0\u679c\u79d1\u5b66\u7684\u7814\u7a76\u8fdb\u7a0b\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6b64\u6b21\u7ade\u8d5b\u5206\u4e3a\u4e24\u4e2a\u8d5b\u9053\u3002\u8d5b\u90531\u7684\u76ee\u6807\u662f\u8bbe\u8ba1\u4e00\u4e2a\u9488\u5bf9\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u7684\u8fc1\u79fb\u5b66\u4e60\u89e3\u51b3\u65b9\u6848\u3002\u8be5\u4efb\u52a1\u6765\u6e90\u4e8e\u5bb6\u5ead\u5bbd\u5e26\u63a5\u5165\u7f51\u7edc\u8fd0\u7ef4\u4e2d\u7684\u6545\u969c\u9884\u6d4b\u573a\u666f\uff08\u7f51\u7edc\u5177\u4f53\u67b6\u6784\u5982\u4e0b\u56fe1\u6240\u793a\uff09\uff0c\u8981\u6c42\u53c2\u8d5b\u8005\u4f7f\u7528\u5e26\u6709\u6807\u7b7e\u7684\u6e90\u6570\u636e\u96c6\uff08\u57ce\u5e02A\uff09\u4ee5\u53ca\u5c11\u91cf\u5e26\u6709\u6807\u7b7e\u7684\u76ee\u6807\u6570\u636e\u96c6\uff08\u57ce\u5e02B\uff09\uff0c\u9488\u5bf9\u76ee\u6807\u57ce\u5e02B\u8bad\u7ec3\u4e00\u4e2a\u6545\u969c\u9884\u6d4b\u6a21\u578b\uff0c\u7531\u4e8e\u76f8\u540c\u7c7b\u578b\u7684\u6545\u969c\u5728\u4e0d\u540c\u7684\u57ce\u5e02\u5c40\u70b9\u5f80\u5f80\u9075\u5faa\u76f8\u540c\u7684\u56e0\u679c\u4ea7\u751f\u673a\u5236\uff0c\u6211\u4eec\u9f13\u52b1\u53c2\u8d5b\u8005\u4ece\u56e0\u679c\u63a8\u65ad\u7684\u89c6\u89d2\u89e3\u51b3\u8be5\u4efb\u52a1\u3002\u8d5b\u90532\u662f\u5728\u7535\u5f71\u63a8\u8350\u7cfb\u7edf\u4e2d\u9884\u6d4b\u7528\u6237\u504f\u597d\u6807\u7b7e\uff0c\u5176\u4e2d\u6bcf\u90e8\u7535\u5f71\u90fd\u5bf9\u5e94\u4e8e\u6570\u4e2a\u6807\u7b7e; \u4e0d\u540c\u4e8e\u9884\u6d4b\u7528\u6237\u5bf9\u7535\u5f71\u8bc4\u5206\u7684\u4f20\u7edf\u4efb\u52a1\uff0c\u672c\u6b21\u7ade\u8d5b\u662f\u9884\u6d4b\u7528\u6237\u5bf9\u7279\u5b9a\u6807\u7b7e\u7684\u504f\u597d\uff0c\u5176\u4e3b\u8981\u6311\u6218\u5305\u62ec\u4e86\u6570\u636e\u7684\u975e\u968f\u673a\u7f3a\u5931\u548c\u5927\u91cf\u504f\u5dee\u7684\u5b58\u5728\uff0c\u5305\u62ecUser Selection Bias\uff0cPopularity Bias\u7b49\uff0c\u53e6\u5916\u6570\u636e\u4e2d\u4e0d\u53ef\u89c2\u6d4b\u7684confounder\u7684\u5b58\u5728\u4e5f\u5c06\u5f15\u5165\u66f4\u591a\u975e\u9884\u671f\u7684\u504f\u5dee\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><img class=\"rich_pages wxw-img\" data-backh=\"302\" data-backw=\"562\" data-height=\"310\" data-ratio=\"0.5381944444444444\" data-type=\"png\" data-w=\"576\" data-width=\"576\" style=\"width: 100%;height: auto !important;\"  src=\"\/wp-content\/uploads\/2022\/09\/wxsync-2022-09-38f002a31951c2214bcdce671c41f262.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe1\uff1a\u5bb6\u5ead\u5bbd\u5e26\u5149\u63a5\u5165\u7f51\u7edc\u67b6\u6784\u56fe<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><img class=\"rich_pages wxw-img\" data-backh=\"357\" data-backw=\"562\" data-height=\"725\" data-ratio=\"0.6348511383537653\" data-type=\"png\" data-w=\"1142\" data-width=\"1142\" style=\"width: 100%;height: auto !important;\"  src=\"\/wp-content\/uploads\/2022\/09\/wxsync-2022-09-328e4e6ce98d61e0c019309d37d44655.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe2\uff1a\u56e0\u679c\u63a8\u8350\u7cfb\u7edf\u5206\u6790\u6846\u67b6<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7ade\u8d5b\u7684\u6570\u636e\u96c6\u4e3a\u7ecf\u8fc7\u62bd\u53d6\u8131\u654f\u7684\u5b9e\u9645\u6570\u636e\u6216\u8005\u6839\u636e\u5b9e\u9645\u573a\u666f\u62bd\u8c61\u51fa\u6765\u7684\u6a21\u62df\u6570\u636e\u3002\u83b7\u5956\u56e2\u961f\u83b7\u5f97\u73b0\u91d1\u5956\u52b1\u548c\u8bc1\u4e66\uff0c\u5e76\u9080\u8bf7\u572812\u6708\u521d\u4e3e\u529e\u7684\u7ade\u8d5b\u4e3b\u9898workshop\u4e0a\u505a\u76f8\u5e94\u6280\u672f\u62a5\u544a\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"margin-bottom: 0em;outline: 0px;white-space: normal;font-family: mp-quote, -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;visibility: visible;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;visibility: visible;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;visibility: visible;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align: top;visibility: visible;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;visibility: visible;\">\n<p style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);visibility: visible;\">\u65f6\u95f4\u5b89\u6392<\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2022\u5e749\u670818\u65e5: \u7ade\u8d5b\u5f00\u653e\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2022\u5e749\u670827\u65e5: \u5317\u4eac\u65f6\u95f4\u665a\u4e0a11:59\uff0c\u521d\u8d5b\u5f00\u59cb\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2022\u5e7410\u670825\u65e5: \u5317\u4eac\u65f6\u95f4\u665a\u4e0a11:59\uff0c\u62a5\u540d\u548c\u7ec4\u961f\u622a\u6b62\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2022\u5e7410\u670827\u65e5: \u521d\u8d5b\u7ed3\u675f\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2022\u5e7410\u670829\u65e5: \u516c\u5e03\u6392\u540d\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2022\u5e7411\u67081\u65e5: \u5317\u4eac\u65f6\u95f4\u665a\u4e0a11:59\uff0c\u590d\u8d5b\u5f00\u59cb\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2022\u5e7411\u670815\u65e5: \u5317\u4eac\u65f6\u95f4\u665a\u4e0a11:59\uff0c\u7ade\u8d5b\u7ed3\u675f\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2022\u5e7411\u670822\u65e5: \u5ba3\u5e03\u83b7\u80dc\u8fdb\u5165\u51b3\u8d5b\u7b54\u8fa9\u961f\u4f0d\u3002<\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2022\u5e7412\u67083\u65e5: &nbsp;Competition Workshop\uff0c\u5c06\u9080\u8bf7\u4f18\u80dc\u56e2\u961f\u5728\u7ade\u8d5bworkshop\u4e0a\u8fdb\u884c\u6280\u672f\u62a5\u544a\uff0c\u5e76\u786e\u5b9a\u6700\u7ec8\u6392\u540d\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"margin-bottom: 0em;outline: 0px;white-space: normal;font-family: mp-quote, -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;visibility: visible;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;visibility: visible;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;visibility: visible;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align: top;visibility: visible;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;visibility: visible;\">\n<p style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);visibility: visible;\">\u7ade\u8d5b\u5956\u52b1<\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5bf9\u4e8e\u83b7\u80dc\u8005\u5c06\u7ed9\u4e88\u73b0\u91d1\u5956\u52b1\u53ca\u8bc1\u4e66\u3002\u6bcf\u4e2a\u8d5b\u9053\u7684\u5956\u91d1\u603b\u989d\u5747\u4e3a\uff1a$5,000\uff08USD\uff09\uff0c\u5176\u4e2d<\/span><\/p>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"white-space: pre-wrap;text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7b2c\u4e00\u540d: $ 2,000<\/span><\/p>\n<\/li>\n<\/ul>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"white-space: pre-wrap;text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7b2c\u4e8c\u540d\u548c\u7b2c\u4e09\u540d: $ 1,000<\/span><\/p>\n<\/li>\n<\/ul>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"white-space: pre-wrap;text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7b2c\u56db\u540d\u548c\u7b2c\u4e94\u540d: $ 500<\/span><\/section>\n<\/li>\n<\/ul>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u66f4\u591a\u7684\u4fe1\u606f\u8bf7\u53c2\u52a0\u7ade\u8d5b\u7f51\u7ad9\u6216\u8005\u626b\u63cf\u4e8c\u7ef4\u7801\uff1a<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u57fa\u4e8e\u56e0\u679c\u7684\u8fc1\u79fb\u5b66\u4e60\u8d5b\u9053\uff1a<\/span><br  \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">https:\/\/competition.huaweicloud.com\/information\/1000041792\/introduction<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u9884\u6d4b\u7528\u6237\u7535\u5f71\u6807\u7b7e\u504f\u597d\u8d5b\u9053\uff1a<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">https:\/\/competition.huaweicloud.com\/information\/1000041793\/introduction<\/span><\/p>\n<p style=\"text-align: center;margin-bottom: 0em;\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"0.9741863075196409\" data-s=\"300,640\" data-type=\"jpeg\" data-w=\"891\" style=\"width: 117px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2022\/09\/wxsync-2022-09-66d3aa9bd5bb03803be50abe71f911f7.jpeg\"  \/><\/p>\n<p style=\"text-align: center;margin-bottom: 0em;\"><br  \/><\/p>\n<p style=\"text-align: center;margin-bottom: 0em;\"><br  \/><\/p>\n<h3 style=\"margin-bottom: 0em;outline: 0px;white-space: normal;font-family: mp-quote, -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;visibility: visible;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;visibility: visible;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;visibility: visible;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align: top;visibility: visible;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;visibility: visible;\">\n<p style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);visibility: visible;\"><strong style=\"color: rgb(33, 166, 210);font-size: 16px;white-space: normal;\">PCIC 2022 Huawei Causal Inference Competition<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">The goal of causal inference is to combine external knowledge and study design to draw a causal conclusion between variables. It has gained popularity in numerous fields, including statistics, biostatistics, biomedical science, computer science, economics, epidemiology, and various social sciences. To promote both research and application on real-world problems, Huawei Noah&#8217;s Ark Lab and Peking University jointly organize this competition focusing on building a Causal-based transfer learning solution and predicting user preferences. The datasets used in the competition are either directly collected from or generated according to real-world scenarios.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">The competition consists of two tracks. Track 1 focuses on building &nbsp;a transfer learning solution for time series data which originates from a real AIOps scenario named home broadband network failure prediction(see figure 1).In this competition, you are asked to build a transfer learning solution using a labeled source dataset (city A) plus a small labeled target dataset (city B) to train a failure prediction model for city B. We encourage participants design solutions from the causal sight due to the common fault in different cities generally follows the same causal generation mechanism. Track 2 focuses on the problem of predicting user preferences in movie recommendation systems, where each movie is typically associated with a descriptive tag. Different from predicting the ratings of specific user-movie pairs, you are asked to estimate user preferences for specific tags. Challenges include the data missing-not-at-random and the presence of many biases, such as user selection bias and popularity bias. In addition, the data suffers from unobserved confounders that will further lead to unexpected biases in the observational data.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><img class=\"rich_pages wxw-img\" data-backh=\"302\" data-backw=\"562\" data-height=\"310\" data-ratio=\"0.5381944444444444\" data-type=\"png\" data-w=\"576\" data-width=\"576\" style=\"width: 100%;height: auto !important;\"  src=\"\/wp-content\/uploads\/2022\/09\/wxsync-2022-09-38f002a31951c2214bcdce671c41f262.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">Figure 1: The Architecture of home broadband network<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><img class=\"rich_pages wxw-img\" data-backh=\"357\" data-backw=\"562\" data-height=\"725\" data-ratio=\"0.6348511383537653\" data-type=\"png\" data-w=\"1142\" data-width=\"1142\" style=\"width: 100%;height: auto !important;\"  src=\"\/wp-content\/uploads\/2022\/09\/wxsync-2022-09-328e4e6ce98d61e0c019309d37d44655.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">Figure 2:Causal Recommendation System<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">The competition winners will be awarded cash prizes and winner certificates, and will be invited to give talks at the PCIC 2022 competition workshop.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">We look forward to your participation!<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"margin-bottom: 0em;outline: 0px;white-space: normal;font-family: mp-quote, -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;visibility: visible;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;visibility: visible;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;visibility: visible;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align: top;visibility: visible;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;visibility: visible;\">\n<p style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);visibility: visible;\">Timeline<\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-left: 8px;outline: 0px;white-space: normal;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/p>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"white-space: pre-wrap;text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>September 18, 2022<\/strong>: Competition opens.<\/span><\/p>\n<\/li>\n<li style=\"white-space: pre-wrap;text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>September 27, 2022<\/strong>: The first phase starts at 11:59 pm Beijing Time (UTC +8).<\/span><\/p>\n<\/li>\n<li style=\"white-space: pre-wrap;text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>October 25, 2022<\/strong>: Registration and team formation end at 11:59 pm Beijing Time.<\/span><\/p>\n<\/li>\n<\/ul>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"white-space: pre-wrap;text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>October 27, 2022<\/strong>: The first phase ends.<\/span><\/p>\n<\/li>\n<\/ul>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"white-space: pre-wrap;text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>October 29, 2022: <\/strong>Team rankings announced.<\/span><\/p>\n<\/li>\n<\/ul>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"white-space: pre-wrap;text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>November 1, 2022<\/strong>: The second phase starts at 11:59 pm Beijing Time.<\/span><\/p>\n<\/li>\n<\/ul>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"white-space: pre-wrap;text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>November 15, 2022<\/strong>: Competition ends at 11:59 pm Beijing Time.<\/span><\/p>\n<\/li>\n<\/ul>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"white-space: pre-wrap;text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>November 22, 2022<\/strong>: Winning teams are announced.<\/span><\/p>\n<\/li>\n<\/ul>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"white-space: pre-wrap;text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>December 3, 2022<\/strong>: Winning teams are invited to deliver a technical presentation at the competition workshop.<\/span><\/section>\n<\/li>\n<\/ul>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">The final ranks of the winning teams will be determined by the competition committee based on the leaderboard scores from the automated evaluation as well as the technical merits of the solutions.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"margin-bottom: 0em;outline: 0px;white-space: normal;font-family: mp-quote, -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;visibility: visible;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;visibility: visible;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;visibility: visible;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align: top;visibility: visible;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;visibility: visible;\">\n<p style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);visibility: visible;\">Prize<\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Total prize amount (USD) for each track: $5,000.<\/span><\/p>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"white-space: pre-wrap;text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">1st place: $2,000<\/span><\/p>\n<\/li>\n<\/ul>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"white-space: pre-wrap;text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2nd and 3rd place: $1,000<\/span><\/p>\n<\/li>\n<\/ul>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"white-space: pre-wrap;text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">4th and 5th place: $500<\/span><\/section>\n<\/li>\n<\/ul>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">For more information, please visit the competition website or scan the QR code below:<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">Causal-based transfer learning track:<\/span><br  \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">https:\/\/competition.huaweicloud.com\/information\/1000041792\/introduction<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Predict user movie tag preference track:<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">https:\/\/competition.huaweicloud.com\/information\/1000041793\/introduction<\/span><\/p>\n<p style=\"text-align: center;margin-bottom: 0em;\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"0.9741863075196409\" data-s=\"300,640\" data-type=\"jpeg\" data-w=\"891\" style=\"width: 121px;height: auto !important;\"  src=\"\/wp-content\/uploads\/2022\/09\/wxsync-2022-09-66d3aa9bd5bb03803be50abe71f911f7.jpeg\"  \/><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"margin-bottom: 0em;outline: 0px;white-space: normal;font-family: mp-quote, -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;visibility: visible;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;visibility: visible;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;visibility: visible;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align: top;visibility: visible;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;visibility: visible;\">\n<p style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;visibility: visible;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);visibility: visible;\">\u8bfa\u4e9a\u65b9\u821f\u5b9e\u9a8c\u5ba4\u7b80\u4ecb<\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-left: 8px;outline: 0px;white-space: normal;line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bfa\u4e9a\u65b9\u821f\u5b9e\u9a8c\u5ba4\u662f\u534e\u4e3a\u7684AI\u80fd\u529b\u7814\u7a76\u4e2d\u5fc3\uff0c\u7acb\u8db3\u4e8e\u4eba\u5de5\u667a\u80fd\u57fa\u7840\u7b97\u6cd5\u7814\u7a76\uff0c\u805a\u7126\u6253\u9020\u6570\u636e\u9ad8\u6548\u548c\u80fd\u8017\u9ad8\u6548\u7684AI\u5f15\u64ce\u3002\u5b9e\u9a8c\u5ba4\u5e7f\u6cdb\u5206\u5e03\u4e8e\u4e16\u754c\u5404\u5730\uff0c\u5728\u9999\u6e2f\u3001\u6df1\u5733\u3001\u5317\u4eac\u3001\u4e0a\u6d77\u3001\u897f\u5b89\u3001\u4f26\u6566\u3001\u5df4\u9ece\u3001\u591a\u4f26\u591a\u3001\u8499\u7279\u5229\u5c14\u3001\u57c3\u5fb7\u8499\u987f\u7b49\u5747\u8bbe\u6709\u7814\u53d1\u5206\u90e8\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bfa\u4e9a\u7684\u4f7f\u547d\u662f\u901a\u8fc7\u5728\u4eba\u5de5\u667a\u80fd\u3001\u6570\u636e\u6316\u6398\u53ca\u76f8\u5173\u9886\u57df\u7684\u6301\u7eed\u521b\u65b0\uff0c\u4e3a\u516c\u53f8\u548c\u793e\u4f1a\u505a\u51fa\u91cd\u5927\u8d21\u732e\u3002\u5728\u521b\u65b0\u7684\u6bcf\u4e00\u4e2a\u9636\u6bb5\uff0c\u57fa\u4e8e\u957f\u671f\u548c\u91cd\u5927\u9879\u76ee\u9a71\u52a8\uff0c\u6211\u4eec\u8ffd\u6c42\u5728AI\u76f8\u5173\u9886\u57df\u6253\u9020\u6700\u5148\u8fdb\u6280\u672f\uff0c\u52a9\u529b\u516c\u53f8\u63d0\u4f9b\u66f4\u597d\u7684\u4ea7\u54c1\u548c\u670d\u52a1\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4f5c\u4e3a\u4e00\u4e2a\u4e16\u754c\u7ea7\u7684\u5b9e\u9a8c\u5ba4\uff0c\u8bfa\u4e9a\u6b63\u5728\u5168\u529b\u63a8\u8fdbAI\u5404\u9886\u57df\u7684\u524d\u7aef\u7814\u53d1\uff0c\u6211\u4eec\u52c7\u4e8e\u9762\u5bf9\u4eba\u5de5\u667a\u80fd\u548c\u5927\u6570\u636e\u65f6\u4ee3\u7684\u6311\u6218\u4e0e\u673a\u9047\uff0c\u79c9\u627f\u201c\u628a\u6570\u5b57\u4e16\u754c\u5e26\u5165\u6bcf\u4e2a\u4eba\u3001\u6bcf\u4e2a\u5bb6\u5ead\u3001\u6bcf\u4e2a\u7ec4\u7ec7\uff0c\u6784\u5efa\u4e07\u7269\u4e92\u8054\u7684\u667a\u80fd\u4e16\u754c\u201d\u8fd9\u4e00\u7406\u5ff5\uff0c\u901a\u8fc7\u5168\u6d41\u7a0b\u667a\u80fd\u5316\uff0c\u5f7b\u5e95\u6539\u8fdb\u4eba\u4eec\u5de5\u4f5c\u548c\u751f\u6d3b\u7684\u65b9\u5f0f\uff0c\u4ee5\u53ca\u516c\u53f8\u5f00\u5c55\u4e1a\u52a1\u7684\u6a21\u5f0f\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bfa\u4e9a\u7684\u7814\u7a76\u9886\u57df\u4e3b\u8981\u96c6\u4e2d\u5728\u8ba1\u7b97\u89c6\u89c9\u3001\u8bed\u97f3\u548c\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u63a8\u8350\u7cfb\u7edf\u548c\u641c\u7d22\u5f15\u64ce\u3001\u51b3\u7b56\u63a8\u7406\u3001AI\u57fa\u7840\u7406\u8bba\u4e94\u5927\u65b9\u5411\uff0c\u81ea2012\u5e74\u521b\u7acb\u81f3\u4eca\uff0c\u73b0\u5df2\u53d1\u5c55\u6210\u4e3a\u4e00\u4e2a\u5728\u5b66\u672f\u754c\u548c\u5de5\u4e1a\u754c\u90fd\u53d6\u5f97\u4e86\u91cd\u5927\u6210\u5c31\u7684\u7814\u7a76\u673a\u6784\u3002\u6211\u4eec\u6b22\u8fce\u6709\u624d\u534e\u7684\u7814\u7a76\u4eba\u5458\u548c\u5de5\u7a0b\u5e08\u52a0\u5165\u6211\u4eec\uff0c\u5171\u7b51\u4eba\u7c7b\u5728\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u7684\u68a6\u60f3\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">The Noah\u2019s Ark Lab is the AI research center for Huawei Technologies, located in Hong Kong, Shenzhen, Beijing, Shanghai, Xi\u2019an, London, Paris, Toronto, Montreal, Edmonton, etc.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">The mission of the lab is to make significant contributions to both the company and society by innovating in artificial intelligence, data mining and related fields. Mainly driven by long term and big impact projects, research in the lab also tries to advance the state of the art in the fields as well as to harness the products and services of the company, at each stage of the innovation process.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">As a world class research lab, we are pushing the frontier of research and development in all areas that we work in.We dare to address both the challenges and opportunities in this era of AI and big data, to revolutionize the ways in which people work and live, and the ways in which companies do business, through intelligentization of all processes, with the slogan &#8216;from big data to deep knowledge&#8217;.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Research areas of the lab mainly include computer vision, natural language processing, search &amp; recommendation, decision and reasoning ,AI theory.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Founded in 2012, the lab has now grown to be a research organization with many significant achievements in both academia and industry. We welcome talented researchers and engineers to join us to realize their dreams.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5b98\u7f51\u94fe\u63a5\uff1awww.noahlab.com.hk\/<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);margin-bottom: 0px;\"><br  \/><\/p>\n<section style=\"margin-top: 10px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);text-align: center;justify-content: center;margin-bottom: 0px;\">\n<section style=\"outline: 0px;display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;box-shadow: rgb(0, 0, 0) 0px 0px 0px;border-bottom: 9px solid rgb(169, 215, 227);border-bottom-right-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: -15px;outline: 0px;\">\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;color: rgb(12, 130, 169);font-size: 16px;line-height: 2;letter-spacing: 3px;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u52a0\u5165\u56e0\u679c\u79d1\u5b66\u793e\u533a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);line-height: 1.75em;margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);line-height: 2em;margin-bottom: 0px;\"><span style=\"outline: 0px;font-size: 15px;letter-spacing: 0.544px;\">\u7531\u667a\u6e90\u793e\u533a\u3001\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u4e3e<span style=\"outline: 0px;letter-spacing: 0.544px;text-size-adjust: inherit;\">\u529e\u7684<\/span><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247580041&amp;idx=1&amp;sn=ac9c1f715efa58ca79fc416c6e41190c&amp;chksm=e896e304dfe16a12a7cb349d945f3fc400533c5b89f6df9a407c1654ccb248f1a65d1e89fb9e&amp;scene=21#wechat_redirect\" textvalue=\"\u56e0\u679c\u79d1\u5b66\u4e0eCausal AI\u8bfb\u4e66\u4f1a\u7b2c\u4e09\u5b63\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" wah-hotarea=\"click\" hasload=\"1\" style=\"outline: 0px;-webkit-tap-highlight-color: rgba(0, 0, 0, 0);cursor: pointer;letter-spacing: 0.544px;text-size-adjust: inherit;\" rel=\"noopener noreferrer\">\u56e0\u679c\u79d1\u5b66\u4e0eCausal AI\u8bfb\u4e66\u4f1a\u7b2c\u4e09\u5b63<\/a>\uff0c\u4e3b\u8981\u9762\u5411\u4e24\u7c7b\u4eba\u7fa4\uff1a\u5982\u679c\u4f60\u4ece\u4e8b\u8ba1\u7b97\u673a\u76f8\u5173\u65b9\u5411\u7814\u7a76\uff0c\u5e0c\u671b\u4e3a\u4e0d\u540c\u9886\u57df\u5f15\u5165\u65b0\u7684\u8ba1\u7b97\u65b9\u6cd5\uff0c\u901a\u8fc7\u5927\u6570\u636e\u3001\u65b0\u7b97\u6cd5\u5f97\u5230\u65b0\u6210\u679c\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bfb\u4e66\u4f1a\u5404\u4e2a\u9886\u57df\u7684\u6838\u5fc3\u56e0\u679c\u95ee\u9898\u4ecb\u7ecd\u548c\u8bba\u6587\u63a8\u8350\u5feb\u901f\u5165\u624b\uff1b\u5982\u679c\u4f60\u4ece\u4e8b\u5176\u4ed6\u7406\u5de5\u79d1\u6216\u4eba\u6587\u793e\u79d1\u9886\u57df\u7814\u7a76\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7\u6240\u5c5e\u9886\u57df\u7684\u56e0\u679c\u7814\u7a76\u7efc\u8ff0\u4ecb\u7ecd\u548c\u7814\u8ba8\u5df2\u6709\u5de5\u4f5c\u7684\u793a\u4f8b\u4ee3\u7801\uff0c\u5728\u81ea\u5df1\u7684\u7814\u7a76\u4e2d\u5feb\u901f\u5f00\u59cb\u5c1d\u8bd5\u90e8\u7f72\u7ed3\u5408\u56e0\u679c\u7684\u7b97\u6cd5\u3002\u8bfb\u4e66\u4f1a\u76f4\u64ad\u5df2\u7ed3\u675f\uff0c\u6b22\u8fce\u52a0\u5165\u56e0\u679c\u79d1\u5b66\u793e\u533a\uff0c\u56de\u770b\u7b2c\u4e09\u5b63\u76f4\u64ad\uff0c\u52a0\u5165\u8ba8\u8bba\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);line-height: 1.75em;margin-bottom: 0px;\"><span style=\"outline: 0px;font-size: 15px;letter-spacing: 0.544px;\"><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);line-height: 1.75em;margin-bottom: 0px;\"><span style=\"outline: 0px;font-size: 15px;letter-spacing: 0.544px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247580041&amp;idx=1&amp;sn=ac9c1f715efa58ca79fc416c6e41190c&amp;chksm=e896e304dfe16a12a7cb349d945f3fc400533c5b89f6df9a407c1654ccb248f1a65d1e89fb9e&amp;scene=21#wechat_redirect\" textvalue=\"\u4f60\u5df2\u9009\u4e2d\u4e86\u6dfb\u52a0\u94fe\u63a5\u7684\u5185\u5bb9\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"1\" wah-hotarea=\"click\" hasload=\"1\" style=\"outline: 0px;-webkit-tap-highlight-color: rgba(0, 0, 0, 0);cursor: pointer;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;text-align: center;\" rel=\"noopener noreferrer\"><span class=\"js_jump_icon h5_image_link\" data-positionback=\"static\" style=\"outline: 0px;line-height: 0;vertical-align: bottom;user-select: none;inset: auto;width: 562px;\"><img class=\"rich_pages wxw-img\" data-backh=\"240\" data-backw=\"562\" data-cropselx1=\"0\" data-cropselx2=\"562\" data-cropsely1=\"0\" data-cropsely2=\"237\" data-fileid=\"100100983\" data-ratio=\"0.42657342657342656\" data-type=\"png\" data-w=\"2002\" style=\"outline: 0px;border: 0px;box-sizing: border-box !important;width: 562px !important;visibility: visible !important;height: auto !important;\"  src=\"\/wp-content\/uploads\/2022\/09\/wxsync-2022-09-9b1748203032cb8611ee20cdc1a1127a.png\"  \/><\/span><\/a><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);line-height: 1.75em;margin-bottom: 0px;\"><span style=\"outline: 0px;font-size: 15px;letter-spacing: 0.544px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;white-space: normal;font-family: -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(136, 136, 136);font-size: 14px;background-color: rgb(255, 255, 255);margin-bottom: 0px;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);font-size: 15px;\">\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;white-space: normal;font-family: -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;background-color: rgb(255, 255, 255);margin-bottom: 0px;\"><span style=\"outline: 0px;text-decoration: underline;\"><strong style=\"outline: 0px;\"><span style=\"outline: 0px;color: rgb(63, 63, 63);\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247580041&amp;idx=1&amp;sn=ac9c1f715efa58ca79fc416c6e41190c&amp;chksm=e896e304dfe16a12a7cb349d945f3fc400533c5b89f6df9a407c1654ccb248f1a65d1e89fb9e&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" wah-hotarea=\"click\" hasload=\"1\" style=\"outline: 0px;-webkit-tap-highlight-color: rgba(0, 0, 0, 0);cursor: pointer;\" rel=\"noopener noreferrer\">\u56e0\u679c+X\uff1a\u89e3\u51b3\u591a\u5b66\u79d1\u9886\u57df\u7684\u56e0\u679c\u95ee\u9898 | \u56e0\u679c\u79d1\u5b66\u8bfb\u4e66\u4f1a\u7b2c\u4e09\u5b63\u542f\u52a8<\/a><\/span><\/strong><\/span><\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);\">\n<p style=\"margin-right: 8px;margin-bottom: 5px;margin-left: 8px;outline: 0px;\"><br  \/><\/p>\n<\/section>\n<section style=\"margin-bottom: 0px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;white-space: normal;font-size: 15px;text-align: left;color: rgb(255, 255, 255);font-family: PingFangSC-light;\"><span style=\"outline: 0px;background-color: rgb(12, 130, 169);\">\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/strong><\/section>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>PCIC\uff08the Pacific Causal Inference Conference\uff0c\u6cdb\u592a\u5e73\u6d0b\u56e0\u679c\u63a8\u65ad\u5927\u4f1a\uff09\u7531\u5317\u4eac\u5927\u5b66\u8bb2\u5e2d\u6559\u6388\u3001\u5317\u4eac\u5927\u5b66\u516c\u5171\u536b\u751f\u5b66\u9662\u751f\u7269\u7edf\u8ba1\u7cfb\u7cfb\u4e3b\u4efb\u3001\u5317\u4eac\u5927\u5b66\u5317\u4eac\u56fd\u9645\u6570\u5b66\u7814\u7a76\u4e2d\u5fc3\u751f\u7269\u7edf\u8ba1\u548c\u4fe1\u606f\u7814\u7a76\u5ba4\u4e3b\u4efb\u5468\u6653\u534e\u7b49\u7ec4\u7ec7\u53d1\u8d77\uff0c\u7531\u5317\u4eac\u5927\u5b66\u3001\u56fd\u9645\u751f\u7269\u7edf\u8ba1\u5b66\u4f1a\u4e2d\u56fd\u5206\u4f1a\u7b49\u673a\u6784\u4e3b\u529e\u3001\u534e\u4e3a\u8bfa\u4e9a\u65b9\u821f&#8230;<\/p>\n","protected":false},"author":1,"featured_media":37290,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/37300"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=37300"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/37300\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/37290"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=37300"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=37300"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=37300"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=37300"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}