{"id":310,"date":"2021-06-25T04:30:00","date_gmt":"2021-06-24T19:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=310"},"modified":"2021-06-25T04:30:00","modified_gmt":"2021-06-24T19:30:00","slug":"xai%e3%81%ae%e3%83%99%e3%83%b3%e3%83%81%e3%83%9e%e3%83%bc%e3%82%af","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=310","title":{"rendered":"XAI-Bench\uff1aXAI\u306e\u8a55\u4fa1\u6307\u6a19\u3068\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c7\u30fc\u30bf"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Synthetic Benchmarks for Scientific Research in Explainable Machine Learning\u00a0<\/strong>[14.2]<br>\u6211\u3005\u306fXAI-Bench\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u305f\u3002XAI-Bench\u306f\u3001\u5408\u6210\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u3001\u7279\u5fb4\u5c5e\u6027\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3059\u308b\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3042\u308b\u3002 \u5b9f\u4e16\u754c\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u306f\u7570\u306a\u308a\u3001\u5408\u6210\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u6761\u4ef6\u4ed8\u304d\u671f\u5f85\u5024\u306e\u52b9\u7387\u7684\u306a\u8a08\u7b97\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002 \u3044\u304f\u3064\u304b\u306e\u8a55\u4fa1\u6307\u6a19\u306b\u307e\u305f\u304c\u3063\u3066\u4e00\u822c\u7684\u306a\u8aac\u660e\u53ef\u80fd\u6027\u624b\u6cd5\u3092\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3057\u3001\u4e00\u822c\u7684\u306a\u8aac\u660e\u8005\u306b\u3068\u3063\u3066\u306e\u969c\u5bb3\u30e2\u30fc\u30c9\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30d1\u30ef\u30fc\u3092\u5b9f\u8a3c\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2106.12543v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2106.12543v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 23 Jun 2021 17:10:21 GMT)<ul><li>XAI\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u305f\u3081\u6307\u6a19\u3092\u307e\u3068\u3081\u3001\u5408\u6210\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u305f\u3068\u306e\u5831\u544a\u3002XAI\u306e\u8a55\u4fa1\u306f\u96e3\u3057\u304f\u3053\u306e\u3088\u3046\u306a\u53d6\u308a\u7d44\u307f\u306f\u91cd\u8981\u3002\u30ea\u30a2\u30eb\u306a\u30c7\u30fc\u30bf\u3067\u306f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u69cb\u7bc9\u304c\u96e3\u3057\u3044\u3053\u3068\u304b\u3089\u5408\u6210\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u3044\u308b\u3002LIME\u304c\u826f\u3044\u7d50\u679c\u306b\u306a\u3063\u3066\u3044\u3066\u3084\u3084\u610f\u5916\u3067\u306f\u3042\u3063\u305f\u3002<\/li><li>\u30c7\u30fc\u30bf\u3001\u30b3\u30fc\u30c9\u7b49\u306f<a href=\"https:\/\/github.com\/abacusai\/xai-bench\">https:\/\/github.com\/abacusai\/xai-bench<\/a>\u304b\u3089\u78ba\u8a8d\u53ef\u80fd<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Synthetic Benchmarks for Scientific Research in Explainable Machine Learning\u00a0[14.2]\u6211\u3005\u306fXAI-Bench\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u305f\u3002XAI-Ben &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=310\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;XAI-Bench\uff1aXAI\u306e\u8a55\u4fa1\u6307\u6a19\u3068\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c7\u30fc\u30bf&#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":[452,491,517],"class_list":["post-310","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-xai","tag-491","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/310","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=310"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/310\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=310"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=310"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=310"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}