{"id":70,"date":"2021-04-12T20:21:34","date_gmt":"2021-04-12T11:21:34","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=70"},"modified":"2021-04-12T20:21:34","modified_gmt":"2021-04-12T11:21:34","slug":"automl%e3%81%ae%e8%a9%95%e4%be%a1%e3%80%81%e3%83%88%e3%83%ac%e3%83%bc%e3%83%87%e3%82%a3%e3%83%b3%e3%82%b0%e3%83%87%e3%83%bc%e3%82%bf%e3%81%ae%e5%8f%96%e3%82%8a%e6%89%b1%e3%81%84","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=70","title":{"rendered":"AutoML\u306e\u8a55\u4fa1\u3001\u30c8\u30ec\u30fc\u30c7\u30a3\u30f3\u30b0\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML&nbsp;<\/strong>[29.0]<br>\u73fe\u5728\u306eAutoML\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u9078\u629e\u306f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30c3\u30af\u306b\u3088\u3063\u3066\u306e\u307f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u308b\u3002 \u8907\u6570\u306eXAI(Explainable AI)\u3068\u53ef\u8996\u5316\u6280\u8853\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001AutoML\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30e2\u30c7\u30eb\u6bd4\u8f03\u3092\u652f\u63f4\u3059\u308b\u30c4\u30fc\u30eb\u3092\u958b\u767a\u3057\u3066\u3044\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2104.04375v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2104.04375v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Fri, 9 Apr 2021 14:06:13 GMT)<ul><li>\u6a5f\u68b0\u7684\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u3060\u3051\u3067\u306a\u304f\u3001XAI\u7684\u306a\u8996\u70b9\u3092\u8ffd\u52a0\u3057\u305f\u30c4\u30fc\u30eb\u304c\u91cd\u8981\u3068\u306e\u8a71\u3002\u305d\u306e\u901a\u308a\u3068\u601d\u3046\u4e00\u65b9\u3067\u4eba\u3078\u306e\u4f9d\u5b58\u6027\u306f\u5f31\u70b9\u306b\u3082\u306a\u308a\u3046\u308b\u306e\u3067\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u6b21\u7b2c\u3068\u3044\u3046\u5370\u8c61\u3002<\/li><\/ul><\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets&nbsp;<\/strong>[12.0]<br>\u751f\u306e\u91d1\u878d\u30c8\u30ec\u30fc\u30c7\u30a3\u30f3\u30b0\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u5909\u52d5\u7684\u306b\u6349\u3048\u308b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30e2\u30c7\u30eb\u3067\u3042\u308bCLVSA\u3092\u63d0\u6848\u3059\u308b\u3002CLVSA\u306f\u78ba\u7387\u7684\u30ea\u30ab\u30ec\u30f3\u30c8\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30b7\u30fc\u30b1\u30f3\u30b9\u30fb\u30c4\u30fc\u30fb\u30b7\u30fc\u30b1\u30f3\u30b9\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u81ea\u5df1\u30fb\u5185\u90e8\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u6a5f\u69cb\u3001\u7573\u307f\u8fbc\u307fLSTM\u30e6\u30cb\u30c3\u30c8\u304b\u3089\u69cb\u6210\u3055\u308c\u308b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u751f\u306e\u91d1\u878d\u53d6\u5f15\u30c7\u30fc\u30bf\u306b\u304a\u3051\u308b\u5909\u52d5\u57fa\u76e4\u306e\u7279\u5fb4\u3092\u6349\u3048\u308b\u3002 \u5b9f\u9a13\u306e\u7d50\u679c\u3001\u8fd1\u4f3c\u7684\u306a\u5f8c\u6bb5\u51e6\u7406\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001kullback-leibler \u30c0\u30a4\u30d0\u30fc\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u304f\u6b63\u898f\u5316\u3092\u6d3b\u7528\u3057\u3001\u904e\u5b66\u7fd2\u3092\u9632\u6b62\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2104.04041v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2104.04041v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Thu, 8 Apr 2021 20:31:04 GMT)<ul><li>\u91d1\u878d\u53d6\u5f15\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u6349\u3048\u308bDeep Learning\u7cfb\u30e2\u30c7\u30eb\u306e\u8a71\u3002\u5805\u7262\u306b\u30ea\u30bf\u30fc\u30f3\u3092\u5f97\u305f\u3068\u3044\u3046\u5b9f\u9a13\u7d50\u679c\u306f\u307b\u3093\u307e\u304b\u3044\u306a\uff1f\u3068\u601d\u3046\u304c\u3001\u8208\u5473\u6df1\u3044\u7d50\u679c\u3067\u306f\u3042\u308b\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML&nbsp;[29.0]\u73fe\u5728\u306eAutoML\u30b7\u30b9\u30c6 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=70\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;AutoML\u306e\u8a55\u4fa1\u3001\u30c8\u30ec\u30fc\u30c7\u30a3\u30f3\u30b0\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044&#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],"class_list":["post-70","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-xai"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/70","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=70"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/70\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=70"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=70"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=70"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}