{"id":2373,"date":"2022-09-28T05:50:00","date_gmt":"2022-09-27T20:50:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2373"},"modified":"2022-09-28T05:50:00","modified_gmt":"2022-09-27T20:50:00","slug":"fairgbm","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2373","title":{"rendered":"FairGBM"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>FairGBM: Gradient Boosting with Fairness Constraints\u00a0<\/strong>[4.5]<br>\u516c\u5e73\u6027\u5236\u7d04\u4e0b\u3067\u306e\u52fe\u914d\u5411\u4e0a\u6c7a\u5b9a\u6728(GBDT)\u306e\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bFairGBM\u3092\u63d0\u6848\u3059\u308b\u3002 \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u5b9f\u88c5\u306f\u3001\u95a2\u9023\u3059\u308b\u4f5c\u696d\u3068\u6bd4\u8f03\u3057\u305f\u5834\u5408\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6642\u9593\u306e\u6841\u9055\u3044\u306e\u30b9\u30d4\u30fc\u30c9\u30a2\u30c3\u30d7\u3092\u793a\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2209.07850v2\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2209.07850v2\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 19 Sep 2022 15:16:25 GMT)<ul><li>\u516c\u5e73\u6027\u5236\u7d04\u3092\u5165\u308c\u305fLightGBM\u3001\u826f\u3044\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3092\u5b9f\u73fe\u3057\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b\u304c\u3001\u30c7\u30fc\u30bf\u306b\u3088\u3063\u3066\u76f8\u6027\u306e\u60aa\u3044\u3082\u306e\u3082\u3042\u308a\u305d\u3046\u3002<\/li><li><a href=\"https:\/\/github.com\/feedzai\/fairgbm\/\">feedzai\/fairgbm: Train Gradient Boosting models that are both high-performance *and* Fair! (github.com)<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>FairGBM: Gradient Boosting with Fairness Constraints\u00a0[4.5]\u516c\u5e73\u6027\u5236\u7d04\u4e0b\u3067\u306e\u52fe\u914d\u5411\u4e0a\u6c7a\u5b9a\u6728(GBDT)\u306e\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bFairGBM\u3092\u63d0\u6848\u3059\u308b\u3002 \u30aa\u30fc\u30d7\u30f3 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=2373\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;FairGBM&#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":[141,220],"class_list":["post-2373","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-fairness","tag-lightgbm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2373","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=2373"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2373\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2373"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2373"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2373"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}