{"id":473,"date":"2021-08-02T05:00:00","date_gmt":"2021-08-01T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=473"},"modified":"2021-08-02T05:00:00","modified_gmt":"2021-08-01T20:00:00","slug":"masaml-api-shift-assessments-api-shift%e3%81%ae%e6%a4%9c%e7%9f%a5","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=473","title":{"rendered":"MASA(ML API Shift Assessments): API Shift\u306e\u691c\u77e5"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Did the Model Change? Efficiently Assessing Machine Learning API Shifts\u00a0<\/strong>[24.3]<br>\u6a5f\u68b0\u5b66\u7fd2(ML)\u4e88\u6e2cAPI\u306f\u307e\u3059\u307e\u3059\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u3002 \u30e2\u30c7\u30eb\u66f4\u65b0\u3084\u518d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u305f\u3081\u306b\u3001\u6642\u9593\u3068\u3068\u3082\u306b\u5909\u66f4\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3060\u3002 ML\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u5909\u66f4\u3055\u308c\u305f\u304b\u306f\u3001\u30e6\u30fc\u30b6\u306b\u3068\u3063\u3066\u660e\u78ba\u3067\u306f\u306a\u3044\u3053\u3068\u304c\u591a\u3044\u3002MASA\u306f\u3001\u30e9\u30f3\u30c0\u30e0\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3088\u308a\u308290%\u5c11\u306a\u3044\u30b5\u30f3\u30d7\u30eb\u3092\u7528\u3044\u3066\u3001\u5546\u7528ML API\u306e\u6df7\u540c\u884c\u5217\u30b7\u30d5\u30c8\u3092\u6b63\u78ba\u306b\u63a8\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2107.14203v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2107.14203v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 29 Jul 2021 17:41:53 GMT)<ul><li>\u300c\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u4e0a\u3067\u3001Google\u3001Microsoft\u3001Amazon\u306a\u3069\u304b\u3089\u4eba\u6c17\u306eML API\u306e2020\u5e74\u304b\u30892021\u5e74\u307e\u3067\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30b7\u30d5\u30c8\u3092\u5b9a\u91cf\u5316\u3057\u307e\u3059\u3002 \u8abf\u67fb\u5bfe\u8c6136\u4f8b\u4e2d12\u4f8b\u306b\u6709\u610f\u306a\u30e2\u30c7\u30eb\u30b7\u30d5\u30c8\u3092\u8a8d\u3081\u305f\u3002 \u8208\u5473\u6df1\u3044\u3053\u3068\u306b\u3001API\u306e\u4e88\u6e2c\u304c\u6642\u9593\u3068\u3068\u3082\u306b\u5927\u5e45\u306b\u60aa\u5316\u3059\u308b\u3044\u304f\u3064\u304b\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u898b\u3064\u3051\u307e\u3057\u305f\u3002\u300d\u3068\u306e\u3053\u3068\u3002API\u5229\u7528\u6642\u306e\u30c6\u30b9\u30c8\u306f\u521d\u671f\u306b\u306f\u5b9f\u65bd\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3068\u601d\u3046\u304c\u3001\u305d\u306e\u5f8c\u306eAPI\u66f4\u65b0\u6642\u306b\u3082\u300c\u6027\u80fd\u304c\u30a2\u30c3\u30d7\u3059\u308b\u3060\u3051\u300d\u3068\u5358\u7d14\u306b\u8003\u3048\u3066\u306f\u3044\u3051\u306a\u3044\u3088\u3046\u3002\u7d99\u7d9a\u7684\u306a\u691c\u8a3c\u306e\u305f\u3081\u306b\u306f\u5927\u4e8b\u306a\u6280\u8853\u3067\u3042\u308b\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Did the Model Change? Efficiently Assessing Machine Learning API Shifts\u00a0[24.3]\u6a5f\u68b0\u5b66\u7fd2(ML)\u4e88\u6e2cAPI\u306f\u307e\u3059\u307e\u3059\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u3002 \u30e2\u30c7\u30eb\u66f4 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=473\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;MASA(ML API Shift Assessments): API Shift\u306e\u691c\u77e5&#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":[27,362],"class_list":["post-473","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-api","tag-shifft"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/473","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=473"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/473\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=473"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=473"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=473"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}