{"id":3631,"date":"2023-08-11T04:29:00","date_gmt":"2023-08-10T19:29:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3631"},"modified":"2023-08-11T04:29:00","modified_gmt":"2023-08-10T19:29:00","slug":"tabr","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3631","title":{"rendered":"TabR"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning&nbsp;<\/strong>[18.6]<br>\u8fd1\u5e74,\u30c6\u30fc\u30d6\u30eb\u30c7\u30fc\u30bf\u306e\u6df1\u5c64\u5b66\u7fd2\u554f\u984c\u306b\u5bfe\u3059\u308b\u691c\u7d22\u30e2\u30c7\u30eb\u304c\u63d0\u6848\u3055\u308c\u3066\u3044\u308b\u3002 \u65e2\u5b58\u306e\u691c\u7d22\u30d9\u30fc\u30b9\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u9069\u5207\u306b\u8abf\u6574\u3055\u308c\u305f\u5358\u7d14\u306a\u691c\u7d22\u4e0d\u8981\u306e\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u306b\u5bfe\u3057\u3066\u3001\u30de\u30a4\u30ca\u30fc\u306a\u5229\u70b9\u3057\u304b\u63d0\u4f9b\u3057\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u793a\u3059\u3002 \u672c\u7814\u7a76\u306f,\u6ce8\u76ee\u578b\u691c\u7d22\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u5099\u3048\u305f\u5358\u7d14\u306a\u30d5\u30a3\u30fc\u30c9\u30d5\u30a9\u30ef\u30fc\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u6f38\u9032\u7684\u306b\u62e1\u5f35\u3059\u308b\u3053\u3068\u3067,\u3053\u306e\u554f\u984c\u306b\u5bfe\u3057\u3066\u5f37\u3044\u80af\u5b9a\u7684\u306a\u56de\u7b54\u3092\u4e0e\u3048\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2307.14338v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2307.14338v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Wed, 26 Jul 2023 17:58:07 GMT)<\/li>\n\n\n\n<li>\u30c6\u30fc\u30d6\u30eb\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u6709\u52b9\u306aretrieval-augmented tabular DL model\u3001TabR\u3092\u63d0\u6848\u3002\u6709\u52b9\u3092\u78ba\u8a8d\u3068\u306e\u3053\u3068\u3002\u30c6\u30fc\u30d6\u30eb\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u306fDeep\u7cfb\u30e2\u30c7\u30eb\u3067XGB\u3001LGB\u3001Catboost\u306b\u52dd\u5229\u3059\u308b\u306e\u306f\u306a\u304b\u306a\u304b\u5927\u5909\u3068\u3044\u3046\u5370\u8c61\u306f\u3042\u308b\u304c\u3001TabR\u306fGBDT\u306b\u52dd\u3061\u8d8a\u3057\u3066\u3044\u308b\u3068\u306e\u3053\u3068\u3002\uff08\u3068\u306f\u3044\u3048\u300cTree-based models, in turn, remain a more efficient solution.\u300d\u3068\u3044\u3046\u8a18\u8f09\u306f\u3042\u308b\uff09<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/yandex-research\/tabular-dl-tabr\">GitHub &#8211; yandex-research\/tabular-dl-tabr: The implementation of &#8220;TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning&#8221;<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[106,498],"class_list":["post-3631","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-deep-learning","tag-498"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3631","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=3631"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3631\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3631"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3631"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3631"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}