{"id":430,"date":"2021-07-23T03:00:00","date_gmt":"2021-07-22T18:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=430"},"modified":"2021-07-23T03:00:00","modified_gmt":"2021-07-22T18:00:00","slug":"graph-neural-networks%e3%81%ae%e7%90%86%e8%ab%96%e7%9a%84%e5%88%86%e9%a1%9e%e3%83%bb%e6%95%b4%e7%90%86","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=430","title":{"rendered":"Graph Neural Networks\u306e\u7406\u8ad6\u7684\u5206\u985e\u30fb\u6574\u7406"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Bridging the Gap between Spatial and Spectral Domains: A Theoretical Framework for Graph Neural Networks\u00a0<\/strong>[40.0]<br>\u30b0\u30e9\u30d5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(GNN)\u306f\u3001\u975e\u30e6\u30fc\u30af\u30ea\u30c3\u30c9\u554f\u984c\u3092\u6271\u3046\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u4e00\u7a2e\u3067\u3042\u308b\u3002\u00a0\u672c\u7814\u7a76\u306f,\u65e2\u5b58\u306eGNN\u3092\u6211\u3005\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u65b9\u6cd5\u8ad6\u7684\u306b\u7d71\u5408\u3067\u304d\u308b\u7d71\u4e00\u7406\u8ad6\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u65b0\u305f\u306a\u8996\u70b9\u3092\u63d0\u6848\u3059\u308b\u3002 \u65e2\u5b58\u306eGNN\u30e2\u30c7\u30eb\u3092\u7a7a\u9593\u9818\u57df\u3068\u30b9\u30da\u30af\u30c8\u30eb\u9818\u57df\u306b\u5206\u985e\u3057,\u5404\u9818\u57df\u5185\u306e\u30b5\u30d6\u30ab\u30c6\u30b4\u30ea\u9593\u306e\u30ea\u30f3\u30af\u3092\u793a\u3059\u3002 <br><a href=\"http:\/\/arxiv.org\/abs\/2107.10234v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2107.10234v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 21 Jul 2021 17:34:33 GMT)<ul><li>\u30b0\u30e9\u30d5\u69cb\u9020\u3092\u6271\u3046\u624b\u6cd5\u306e\u7406\u8ad6\u7684\u6574\u7406\u3092\u884c\u3063\u305f\u8ad6\u6587\u3002notaion\u306b\u6163\u308c\u308b\u3068\u6982\u8981\u628a\u63e1\u306f\u65e9\u304f\u306a\u308b\u306e\u304b\u306a\u3068\u601d\u3044\u3064\u3064\u3001\u5404\u7a2e\u624b\u6cd5\u306e\u6982\u89b3\u3092\u77e5\u308b\u305f\u3081\u306b\u826f\u3044\u8cc7\u6599\u3060\u3068\u601d\u3046\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Bridging the Gap between Spatial and Spectral Domains: A Theoretical Framework for Graph Neural Networks\u00a0[40.0 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=430\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Graph Neural Networks\u306e\u7406\u8ad6\u7684\u5206\u985e\u30fb\u6574\u7406&#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":[178,467],"class_list":["post-430","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-graph-neural-networks","tag-467"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/430","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=430"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/430\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=430"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=430"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=430"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}