{"id":2049,"date":"2022-07-12T04:00:00","date_gmt":"2022-07-11T19:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2049"},"modified":"2022-07-12T04:00:00","modified_gmt":"2022-07-11T19:00:00","slug":"causal-machine-learning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2049","title":{"rendered":"Causal Machine Learning"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Causal Machine Learning: A Survey and Open Problems&nbsp;<\/strong>[33.8]<br>Causal Machine Learning (CausalML)\u306f\u3001\u30c7\u30fc\u30bf\u751f\u6210\u904e\u7a0b\u3092\u69cb\u9020\u56e0\u679c\u30e2\u30c7\u30eb(Structure causal model, SCM)\u3068\u3057\u3066\u5b9a\u5f0f\u5316\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u624b\u6cd5\u306e\u7565\u79f0\u3067\u3042\u308b\u3002 1) \u56e0\u679c\u95a2\u4fc2\u306e\u5b66\u7fd2, (2) \u56e0\u679c\u95a2\u4fc2\u306e\u751f\u6210\u30e2\u30c7\u30eb, (3) \u56e0\u679c\u95a2\u4fc2\u306e\u8aac\u660e, (4) \u56e0\u679c\u95a2\u4fc2\u306e\u516c\u6b63\u6027,(5) \u56e0\u679c\u95a2\u4fc2\u306e\u5f37\u5316\u5b66\u7fd2\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2206.15475v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2206.15475v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Thu, 30 Jun 2022 17:59:15 GMT)<ul><li>CausalML\u306e\u30b5\u30fc\u30d9\u30a4\u3002\u975e\u5e38\u306b\u8a73\u3057\u304f\u30b5\u30fc\u30d9\u30a4\u3068\u3044\u3046\u3088\u308a\u6559\u79d1\u66f8\u7684\u306a\u5185\u5bb9\u3002<\/li><li>\u3053\u306e\u30ec\u30d9\u30eb\u306e\u3082\u306e\u304cCC BY\u3067\u8aad\u3081\u3066\u3057\u307e\u3046\u306e\u306f\u3059\u3054\u3044\u3068\u601d\u3046\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Causal Machine Learning: A Survey and Open Problems&nbsp;[33.8]Causal Machine Learning (CausalML)\u306f\u3001\u30c7\u30fc\u30bf\u751f\u6210\u904e\u7a0b\u3092\u69cb\u9020\u56e0 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=2049\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Causal Machine Learning&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[387,564],"class_list":["post-2049","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-564"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2049","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2049"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2049\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2049"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2049"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2049"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}