{"id":8212,"date":"2026-02-20T06:29:00","date_gmt":"2026-02-19T21:29:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8212"},"modified":"2026-02-14T21:33:15","modified_gmt":"2026-02-14T12:33:15","slug":"causcale-neural-causal-discovery-at-scale","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8212","title":{"rendered":"CauScale: Neural Causal Discovery at Scale\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>CauScale: Neural Causal Discovery at Scale\u00a0<\/strong>[47.4]<br>\u56e0\u679c\u767a\u898b\u306f\u3001\u79d1\u5b66AI\u3084\u30c7\u30fc\u30bf\u5206\u6790\u306a\u3069\u306e\u30c7\u30fc\u30bf\u99c6\u52d5\u5206\u91ce\u306e\u9032\u5c55\u306b\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002 \u6700\u59271000\u30ce\u30fc\u30c9\u306e\u30b0\u30e9\u30d5\u306b\u63a8\u8ad6\u3092\u30b9\u30b1\u30fc\u30eb\u3059\u308b\u3001\u52b9\u7387\u7684\u306a\u56e0\u679c\u63a2\u7d22\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u3042\u308bCauScale\u3092\u63d0\u793a\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2602.08629v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2602.08629v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 09 Feb 2026 13:21:32 GMT)<\/li>\n\n\n\n<li>\u300cwe present CauScale, a neural architecture designed for efficient causal discovery that scales inference to graphs with up to 1000 nodes.\u300d\u3068\u5927\u898f\u6a21\u306b\u30b9\u30b1\u30fc\u30eb\u53ef\u80fd\u306a\u56e0\u679c\u767a\u898b\u306e\u305f\u3081\u306e\u30e2\u30c7\u30eb\u306e\u63d0\u6848\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/OpenCausaLab\/CauScale\">GitHub &#8211; OpenCausaLab\/CauScale: Implementation for paper CauScale: Neural Causal Discovery at Scale.<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[563],"class_list":["post-8212","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-563"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8212","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=8212"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8212\/revisions"}],"predecessor-version":[{"id":8213,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8212\/revisions\/8213"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8212"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8212"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8212"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}