{"id":170,"date":"2021-05-13T21:05:30","date_gmt":"2021-05-13T12:05:30","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=170"},"modified":"2021-05-13T21:05:30","modified_gmt":"2021-05-13T12:05:30","slug":"fedxgb","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=170","title":{"rendered":"FedXGB"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>An Efficient Learning Framework For Federated XGBoost Using Secret Sharing And Distributed Optimization\u00a0<\/strong>[47.7]<br>XGBoost\u306f\u3001\u3088\u308a\u512a\u308c\u305f\u5b66\u7fd2\u7cbe\u5ea6\u3068\u52b9\u7387\u306e\u305f\u3081\u3001\u696d\u754c\u3067\u6700\u3082\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e1\u3064\u3067\u3042\u308b\u3002\u672c\u7a3f\u3067\u306f,xgboost\u306e\u5206\u5272\u57fa\u6e96\u8a08\u7b97\u30d7\u30ed\u30bb\u30b9\u3092\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u5171\u6709\u8a2d\u5b9a\u3067\u518d\u69cb\u6210\u3059\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4fdd\u8a3c\u3068\u3068\u3082\u306b,\u30de\u30eb\u30c1\u30d1\u30fc\u30c6\u30a3\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3xgb\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002 \u6ce8\u76ee\u3059\u3079\u304d\u306f\u3001\u30e2\u30c7\u30eb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5fb9\u5e95\u7684\u306a\u5206\u6790\u3082\u63d0\u4f9b\u3055\u308c\u3001\u8907\u6570\u306e\u6570\u5024\u7d50\u679c\u304c\u63d0\u6848\u3055\u308c\u305fFedXGB\u306e\u512a\u4f4d\u6027\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2105.05717v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2105.05717v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 12 May 2021 15:04:18 GMT)<ul><li>\u9023\u5408\u5b66\u7fd2\u578b\u306e\u62e1\u5f35\u3092\u884c\u3063\u305fXGB\u3002\u7279\u6027\u304c\u5206\u304b\u3063\u3066\u3044\u308b\uff08\u4f7f\u3044\u6163\u308c\u305f\uff09\u3082\u306e\u3092\u30d9\u30fc\u30b9\u3068\u3057\u3066\u62e1\u5f35\u3055\u308c\u305fFramework\u306f\u3042\u308a\u304c\u305f\u3044\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>An Efficient Learning Framework For Federated XGBoost Using Secret Sharing And Distributed Optimization\u00a0[47.7] &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=170\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;FedXGB&#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":[453],"class_list":["post-170","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-xgboost"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/170","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=170"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/170\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=170"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=170"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=170"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}