{"id":6585,"date":"2025-04-22T04:20:00","date_gmt":"2025-04-21T19:20:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6585"},"modified":"2025-04-22T04:20:00","modified_gmt":"2025-04-21T19:20:00","slug":"tree-based-models-for-vertical-federated-learning-a-survey","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6585","title":{"rendered":"Tree-based Models for Vertical Federated Learning: A Survey\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Tree-based Models for Vertical Federated Learning: A Survey\u00a0<\/strong>[71.8]<br>\u30c4\u30ea\u30fc\u30d9\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u306f\u3001\u305d\u306e\u6709\u52b9\u6027\u3001\u5805\u7262\u6027\u3001\u89e3\u91c8\u53ef\u80fd\u6027\u306b\u3088\u308a\u3001\u5e45\u5e83\u3044\u73fe\u5b9f\u4e16\u754c\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u5927\u304d\u306a\u6210\u529f\u3092\u53ce\u3081\u3066\u3044\u308b\u3002 \u6728\u8cea\u30e2\u30c7\u30eb\u306e\u9055\u3044\u3068\u9032\u6b69\u3092\u5b9f\u8a3c\u7684\u306b\u89b3\u5bdf\u3059\u308b\u305f\u3081\u306e\u4e00\u9023\u306e\u5b9f\u9a13\u3092\u884c\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2504.02285v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2504.02285v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 03 Apr 2025 05:16:09 GMT)<\/li>\n\n\n\n<li>Vertical Federated Learning\u00a0\uff08VFL refers to the setting where parties\u2019 data samples are overlapped but their feature spaces are different and complementary\uff09\u304b\u3064\u30c4\u30ea\u30fc\u30d9\u30fc\u30b9\u306a\u7814\u7a76\u306b\u95a2\u3059\u308b\u30b5\u30fc\u30d9\u30a4<\/li>\n\n\n\n<li>\u5b9f\u7528\u4e0a\u306f\u5927\u4e8b\u306a\u30d1\u30fc\u30c8<\/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":[145,387],"class_list":["post-6585","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-federated-learning","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6585","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=6585"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6585\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6585"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6585"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6585"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}