{"id":39563,"date":"2022-12-29T18:55:12","date_gmt":"2022-12-29T10:55:12","guid":{"rendered":"https:\/\/swarma.org\/?p=39563"},"modified":"2022-12-29T18:55:12","modified_gmt":"2022-12-29T10:55:12","slug":"%e4%bb%8e%e7%bb%9f%e8%ae%a1%e5%ad%a6%e5%88%b0%e5%9b%a0%e6%9e%9c%e5%ad%a6%e4%b9%a0-%e5%91%a8%e5%85%ad%e7%9b%b4%e6%92%ad%c2%b7%e5%9b%a0%e6%9e%9c%e8%a1%a8%e5%be%81%e5%ad%a6%e4%b9%a0%e8%af%bb%e4%b9%a6","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=39563","title":{"rendered":"\u4ece\u7edf\u8ba1\u5b66\u5230\u56e0\u679c\u5b66\u4e60 | \u5468\u516d\u76f4\u64ad\u00b7\u56e0\u679c\u8868\u5f81\u5b66\u4e60\u8bfb\u4e66\u4f1a\u7b2c\u4e00\u671f"},"content":{"rendered":"
\n
\n
\n
\n

<\/p>\n<\/section>\n

\n
\n
\n
\n
\n
\n

<\/section>\n<\/section>\n
\n
\n

\u5bfc\u8bed<\/strong><\/p>\n<\/section>\n<\/section>\n

\n

<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
\n
\n

\u8fd1\u65e5\uff0c\u9a6c\u514b\u65af\u00b7\u666e\u6717\u514b\u667a\u80fd\u7cfb\u7edf\u4e2d\u5fc3\u4e3b\u4efb Bernhard Sch\u00f6lkopf \u5728\u56fd\u9645\u6570\u5b66\u5bb6\u5927\u4f1a\u8fdb\u884c<\/span><\/strong>\u4e86\u9898\u4e3a From Statistical to Causal Learning<\/em> \u7684\u62a5\u544a\uff0c\u5efa\u7acb\u548c\u7406\u89e3\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u57fa\u672c\u7814\u7a76\u601d\u8def\uff1a\u4ece\u901a\u8fc7\u7edf\u8ba1\u5b66\u4e60\u7684\u7b26\u53f7\u65b9\u6cd5\u5230\u4f9d\u9760\u56e0\u679c\u5173\u7cfb\u6982\u5ff5\u7684\u5e72\u9884\u6a21\u578b\u300212\u670831\u65e5\uff08\u672c\u5468\u516d\uff0920:00-22:00\uff0c\u5728\u96c6\u667a\u4ff1\u4e50\u90e8\u56e0\u679c\u8868\u5f81\u5b66\u4e60\u8bfb\u4e66\u4f1a\u7b2c\u4e00\u671f\uff0c\u5317\u4eac\u5927\u5b66\u674e\u660a\u8f69\u535a\u58eb\u5c06\u7ed3\u5408 From Statistical to Causal Learning<\/em> \u548c <\/span><\/strong>Towards Causal Representation Learning<\/span><\/strong><\/em>\uff0c\u8bb2\u89e3\u56e0\u679c\u63a8\u65ad\u548c\u673a\u5668\u5b66\u4e60\u7684\u5185\u5728\u8054\u7cfb\uff0c\u4ecb\u7ecd\u8be5\u9886\u57df\u7684\u7814\u7a76\u73b0\u72b6\u548c\u516c\u5f00\u95ee\u9898\u3002<\/span><\/strong><\/p>\n


<\/span><\/strong><\/p>\n

\u96c6\u667a\u4ff1\u4e50\u90e8\u7ec4\u7ec7\u4ee5\u201c\u56e0\u679c\u8868\u5f81\u5b66\u4e60<\/a>\u201d\u4e3a\u4e3b\u9898\u3001\u4e3a\u671f\u5341\u5468\u7684\u8bfb\u4e66\u4f1a\uff0c\u805a\u7126\u56e0\u679c\u79d1\u5b66\u76f8\u5173\u95ee\u9898\uff0c\u5171\u5b66\u5171\u7814\u76f8\u5173\u6587\u732e\u3002\u6b22\u8fce\u4ece\u4e8b\u56e0\u679c\u79d1\u5b66\u3001\u4eba\u5de5\u667a\u80fd\u4e0e\u590d\u6742\u7cfb\u7edf\u7b49\u76f8\u5173\u7814\u7a76\u9886\u57df\uff0c\u6216\u5bf9\u56e0\u679c\u8868\u5f81\u5b66\u4e60\u7684\u7406\u8bba\u4e0e\u5e94\u7528\u611f\u5174\u8da3\u7684\u5404\u754c\u670b\u53cb\u62a5\u540d\u53c2\u4e0e\u3002<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

\n
\n
\n
<\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
<\/section>\n<\/section>\n

<\/section>\n
<\/section>\n


<\/h3>\n


<\/p>\n

\n
\n
\n
\n
\n

<\/section>\n

<\/section>\n
\n
<\/svg><\/section>\n<\/section>\n<\/section>\n
\n

\u5206\u4eab\u5185\u5bb9\u7b80\u4ecb<\/span><\/strong><\/strong><\/p>\n<\/section>\n

\n

<\/section>\n

<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n
 <\/span><\/span><\/section>\n
\u8fd1\u65e5\uff0c\u9a6c\u514b\u65af\u00b7\u666e\u6717\u514b\u667a\u80fd\u7cfb\u7edf\u4e2d\u5fc3\u4e3b\u4efb Bernhard Sch\u00f6lkopf \u5728\u56fd\u9645\u6570\u5b66\u5bb6\u5927\u4f1a\uff08International Congress of Mathematicians\uff0cICM\uff09\u8fdb\u884c\u4e8645\u5206\u949f\u9898\u4e3a\u300aFrom Statistical to Causal Learning\u300b\u7684\u62a5\u544a\uff0c\u5efa\u7acb\u548c\u7406\u89e3\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u57fa\u672c\u7814\u7a76\u601d\u8def\uff1a\u4ece\u901a\u8fc7\u7edf\u8ba1\u5b66\u4e60\u7684\u7b26\u53f7\u65b9\u6cd5\u5230\u4f9d\u9760\u56e0\u679c\u5173\u7cfb\u6982\u5ff5\u7684\u5e72\u9884\u6a21\u578b\u3002\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u7684\u4e00\u4e9b\u96be\u9898\u4e0e\u56e0\u679c\u5173\u7cfb\u6709\u5185\u5728\u8054\u7cfb\uff0c\u5176\u8fdb\u5c55\u53ef\u80fd\u9700\u8981\u6211\u4eec\u5728\u7406\u89e3\u5982\u4f55\u4ece\u6570\u636e\u4e2d\u5efa\u6a21\u548c\u63a8\u65ad\u56e0\u679c\u5173\u7cfb\u65b9\u9762\u53d6\u5f97\u8fdb\u5c55\u3002\u5728\u672c\u6b21\u62a5\u544a\u4e2d\uff0c\u5317\u4eac\u5927\u5b66\u674e\u660a\u8f69\u535a\u58eb\u5c06\u7ed3\u5408\u300aFrom Statistical to Causal Learning\u300b\u548c\u300aTowards Causal Representation Learning\u300b\u8bb2\u89e3\u56e0\u679c\u63a8\u65ad\u548c\u673a\u5668\u5b66\u4e60\u7684\u5185\u5728\u8054\u7cfb\uff0c\u5e76\u4ecb\u7ecd\u8be5\u9886\u57df\u7684\u7814\u7a76\u73b0\u72b6\u548c\u516c\u5f00\u95ee\u9898\u3002<\/span><\/section>\n

<\/span><\/section>\n

<\/span><\/section>\n

\n
\n
\n
\n
\n

<\/section>\n

<\/section>\n
\n
<\/svg><\/section>\n<\/section>\n<\/section>\n
\n

\u5206\u4eab\u5185\u5bb9\u5927\u7eb2<\/span><\/strong><\/strong><\/p>\n<\/section>\n

\n

<\/section>\n

<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n
 <\/span><\/section>\n