{"id":84,"date":"2021-04-15T21:38:31","date_gmt":"2021-04-15T12:38:31","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=84"},"modified":"2021-04-15T21:38:31","modified_gmt":"2021-04-15T12:38:31","slug":"active-learning%e3%81%ae%e5%85%ac%e5%b9%b3%e6%80%a7%e3%80%81%e3%82%bb%e3%83%ac%e3%83%96%e3%83%98%e3%82%a2%e3%83%bc","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=84","title":{"rendered":"Active Learning\u306e\u516c\u5e73\u6027\u3001\u30bb\u30ec\u30d6\u30d8\u30a2\u30fc"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Can Active Learning Preemptively Mitigate Fairness Issues?&nbsp;<\/strong>[66.8]<br>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30d0\u30a4\u30a2\u30b9\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u4e0d\u516c\u5e73\u306a\u539f\u56e0\u306e1\u3064\u3067\u3059\u3002 \u4e0d\u78ba\u5b9f\u6027\u306b\u57fa\u3065\u304fActive Learning\u3067\u8a13\u7df4\u3055\u308c\u305f\u30e2\u30c7\u30eb\u304c\u4fdd\u8b77\u30af\u30e9\u30b9\u306e\u6c7a\u5b9a\u306b\u304a\u3044\u3066\u516c\u5e73\u3067\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u691c\u8a0e\u3059\u308b\u3002 \u307e\u305f\u3001\u52fe\u914d\u53cd\u8ee2(GRAD)\u3084BALD\u306a\u3069\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u7684\u516c\u6b63\u6027\u624b\u6cd5\u306e\u76f8\u4e92\u4f5c\u7528\u306b\u3064\u3044\u3066\u3082\u691c\u8a0e\u3059\u308b\u3002\u30d5\u30a7\u30a2\u30cd\u30b9\u306e\u554f\u984c\u306b\u5bfe\u51e6\u3057\u306a\u304c\u3089\u3001\u5f7c\u3089\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u306f\u3001\u8abf\u67fb\u3057\u305f\u307b\u3068\u3093\u3069\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3084\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u7d50\u679c\u3092\u3055\u3089\u306b\u6539\u5584\u3057\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2104.06879v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2104.06879v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Wed, 14 Apr 2021 14:20:22 GMT)<ul><li>\u80fd\u52d5\u5b66\u7fd2\u306b\u304a\u3051\u308b\u516c\u5e73\u6027\u8003\u616e\u3092\u6271\u3063\u305f\u8ad6\u6587\u3002\u91cd\u8981\u306a\u89b3\u70b9\u3060\u3068\u601d\u3046\u3002<\/li><\/ul><\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>CelebHair: A New Large-Scale Dataset for Hairstyle Recommendation based on CelebA&nbsp;<\/strong>[4.1]<br>\u672c\u7a3f\u3067\u306f,\u30bb\u30ec\u30d6\u306e\u9854\u5c5e\u6027\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8celeba\u306b\u57fa\u3065\u3044\u3066,\u30d8\u30a2\u30b9\u30bf\u30a4\u30eb\u63a8\u85a6\u306e\u305f\u3081\u306e\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8celebhair\u3092\u63d0\u6848\u3059\u308b\u3002 \u79c1\u305f\u3061\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001CelebA\u306e\u7f8e\u5bb9\u95a2\u9023\u9854\u306e\u5c5e\u6027\u3068\u5171\u306b\u9854\u753b\u50cf\u306e\u5927\u534a\u3092\u7d99\u627f\u3057\u307e\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2104.06885v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2104.06885v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Wed, 14 Apr 2021 14:26:37 GMT)<ul><li>\u30d5\u30a7\u30a2\u3092\u53d6\u308a\u4e0a\u3052\u305f\u306e\u3067\u30d8\u30a2\u30fc\u3092\u53d6\u308a\u4e0a\u3052\u3066\u307f\u305f\u3002\u306f\u304a\u3044\u3066\u304a\u3044\u3066\u30d8\u30a2\u30b9\u30bf\u30a4\u30eb\u63a8\u85a6\u306f\u5b9f\u7528\u7684\u306b\u6709\u7528\u306a\u554f\u984c\u3060\u3068\u306f\u601d\u3046\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Can Active Learning Preemptively Mitigate Fairness Issues?&nbsp;[66.8]\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30d0\u30a4\u30a2\u30b9\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u4e0d\u516c\u5e73\u306a\u539f\u56e0\u306e1\u3064\u3067\u3059\u3002 \u4e0d\u78ba\u5b9f\u6027\u306b\u57fa\u3065 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=84\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Active Learning\u306e\u516c\u5e73\u6027\u3001\u30bb\u30ec\u30d6\u30d8\u30a2\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":[141,491],"class_list":["post-84","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-fairness","tag-491"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/84","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=84"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/84\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=84"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=84"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=84"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}