{"id":2029,"date":"2022-07-04T04:00:00","date_gmt":"2022-07-03T19:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2029"},"modified":"2022-07-04T04:00:00","modified_gmt":"2022-07-03T19:00:00","slug":"federated-learning%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e5%85%ac%e5%b9%b3%e6%80%a7%e3%81%a8%e3%83%97%e3%83%a9%e3%82%a4%e3%83%90%e3%82%b7%e3%83%bc","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2029","title":{"rendered":"Federated Learning\u306b\u304a\u3051\u308b\u516c\u5e73\u6027\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>&#8220;You Can&#8217;t Fix What You Can&#8217;t Measure&#8221;: Privately Measuring Demographic Performance Disparities in Federated Learning\u00a0<\/strong>[78.7]<br>\u30d5\u30a7\u30c7\u30ec\u30fc\u30c8\u3055\u308c\u305f\u5b66\u7fd2\u306f\u3001\u30c7\u30d0\u30a4\u30b9\u304c\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u5354\u529b\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002 \u30d5\u30a7\u30c7\u30ec\u30fc\u30c8\u30e9\u30fc\u30cb\u30f3\u30b0\u3067\u8a13\u7df4\u3055\u308c\u305f\u30e2\u30c7\u30eb\u304c\u3001\u7570\u306a\u308b\u4eba\u53e3\u96c6\u56e3\u306b\u5bfe\u3057\u3066\u7570\u306a\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u793a\u3059\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u3044\u3046\u61f8\u5ff5\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u3002 \u672c\u7814\u7a76\u3067\u306f,\u30e6\u30fc\u30b6\u306e\u30b0\u30eb\u30fc\u30d7\u30e1\u30f3\u30d0\u30fc\u30b7\u30c3\u30d7\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u3092\u4fdd\u8b77\u3057\u306a\u304c\u3089,\u3053\u306e\u3088\u3046\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u683c\u5dee\u3092\u8a08\u6e2c\u3067\u304d\u308b\u53ef\u80fd\u6027\u3092\u691c\u8a0e\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2206.12183v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2206.12183v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 24 Jun 2022 09:46:43 GMT)<ul><li>\u9023\u5408\u5b66\u7fd2\u3092\u884c\u3063\u305f\u3068\u304d\u305d\u306e\u4e2d\u306e\u30b0\u30eb\u30fc\u30d7\u5185\u3067\u6027\u80fd\u5dee\uff08\u2252\u683c\u5dee\uff09\u304c\u751f\u3058\u308b\u3068\u3044\u3046\u6307\u6458\u3092\u6271\u3063\u305f\u8ad6\u6587\u3002\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u4fdd\u8b77\u3068\u683c\u5dee\u306e\u6e2c\u5b9a\u3092\u63d0\u6848\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>&#8220;You Can&#8217;t Fix What You Can&#8217;t Measure&#8221;: Privately Measuring Demographic Performance Di &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=2029\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Federated Learning\u306b\u304a\u3051\u308b\u516c\u5e73\u6027\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc&#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":[141,145],"class_list":["post-2029","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-fairness","tag-federated-learning"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2029","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=2029"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2029\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2029"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2029"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2029"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}