{"id":3265,"date":"2023-05-03T05:10:00","date_gmt":"2023-05-02T20:10:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3265"},"modified":"2023-05-03T05:10:00","modified_gmt":"2023-05-02T20:10:00","slug":"%e3%83%90%e3%82%a4%e3%82%a2%e3%82%b9%e3%81%ae%e6%a4%9c%e7%9f%a5%e3%80%81%e4%bf%ae%e6%ad%a3","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3265","title":{"rendered":"\u30d0\u30a4\u30a2\u30b9\u4fee\u6b63"},"content":{"rendered":"\n<p>\u540c\u65e5\u306b\u516c\u5e73\u6027\u95a2\u9023\u306e\u8ad6\u6587\u304c\u51fa\u3066\u304a\u308a\u975e\u5e38\u306b\u53c2\u8003\u306b\u306a\u3063\u305f\u3002\u793e\u4f1a\u5b9f\u88c5\u4e0a\u3068\u3066\u3082\u5927\u4e8b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>FLAC: Fairness-Aware Representation Learning by Suppressing Attribute-Class Associations&nbsp;<\/strong>[11.2]<br>\u672c\u7814\u7a76\u306f,\u5c5e\u6027\u30e9\u30d9\u30eb\u3092\u4f7f\u308f\u305a\u306b,\u30e2\u30c7\u30eb\u304c\u62bd\u51fa\u3057\u305f\u7279\u5fb4\u3068\u4fdd\u8b77\u5c5e\u6027\u3068\u306e\u9593\u306e\u76f8\u4e92\u60c5\u5831\u3092\u6700\u5c0f\u5316\u3059\u308b\u624b\u6cd5\u3092\u5c0e\u5165\u3059\u308b\u3002 \u7406\u8ad6\u4e0a\u3001\u4fdd\u8b77\u3055\u308c\u305f\u5c5e\u6027\u3068\u306f\u7121\u95a2\u4fc2\u306a\u516c\u6b63\u306a\u8868\u73fe\u306b\u3064\u306a\u304c\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2304.14252v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2304.14252v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Thu, 27 Apr 2023 15:10:46 GMT)<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/gsarridis\/flac\">GitHub &#8211; gsarridis\/FLAC: Fairness-Aware Representation Learning by Suppressing Attribute-Class Associations<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>FairBalance: How to Achieve Equalized Odds With Data Pre-processing&nbsp;<\/strong>[33.0]<br>\u672c\u7814\u7a76\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u304a\u3051\u308b\u7b49\u5316\u30aa\u30c3\u30ba\u30d5\u30a7\u30a2\u30cd\u30b9\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306e\u3001\u5358\u7d14\u3067\u52b9\u679c\u7684\u306a\u524d\u51e6\u7406\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u5de5\u5b66\u793e\u4f1a\u306e\u5229\u76ca\u3092\u76ee\u6307\u3057\u3066\u3044\u308b\u3002 \u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u8a08\u7b97\u91cd\u307f\u3092\u5272\u308a\u5f53\u3066\u308b\u3053\u3068\u3067,\u5404\u968e\u5c64\u7fa4\u306e\u30af\u30e9\u30b9\u5206\u5e03\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u3068\u308b\u524d\u51e6\u7406\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3042\u308bFairBalance\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2107.08310v4\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2107.08310v4\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Wed, 26 Apr 2023 13:48:17 GMT)<\/li>\n\n\n\n<li>Equalized Odds\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306e\u524d\u51e6\u7406\u624b\u6cd5\u306e\u63d0\u6848<\/li>\n\n\n\n<li>\u6027\u80fd\u3092\u5b8c\u5168\u306b\u7dad\u6301\u3067\u304d\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u304c\u512a\u79c0\u305d\u3046\u306a\u65b9\u6cd5<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/hil-se\/FairBalance\">GitHub &#8211; hil-se\/FairBalance<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u540c\u65e5\u306b\u516c\u5e73\u6027\u95a2\u9023\u306e\u8ad6\u6587\u304c\u51fa\u3066\u304a\u308a\u975e\u5e38\u306b\u53c2\u8003\u306b\u306a\u3063\u305f\u3002\u793e\u4f1a\u5b9f\u88c5\u4e0a\u3068\u3066\u3082\u5927\u4e8b\u3002<\/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":[141,622],"class_list":["post-3265","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-fairness","tag-622"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3265","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=3265"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3265\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3265"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3265"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3265"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}