{"id":4477,"date":"2026-04-13T10:50:06","date_gmt":"2026-04-13T01:50:06","guid":{"rendered":"http:\/\/int-info.com\/?p=4477"},"modified":"2026-09-30T11:51:43","modified_gmt":"2026-09-30T02:51:43","slug":"sharpness2026","status":"publish","type":"post","link":"http:\/\/int-info.com\/index.php\/2026\/04\/13\/sharpness2026\/","title":{"rendered":"\u6df1\u5c64\u5b66\u7fd2\u306b\u304a\u3051\u308b\u300c\u640d\u5931\u306e\u92ed\u3055\u300d\u306e\u9589\u5f62\u5f0f\u89e3\u306e\u5c0e\u51fa\u306b\u6210\u529f\u3057\u3001\u6c4e\u5316\u6027\u80fd\u3068\u76f8\u95a2\u3059\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3057\u305f\uff01"},"content":{"rendered":"<p>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30af\u30ed\u30b9\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u640d\u5931\u306e\u300c\u92ed\u3055\u300d\u3092\u9589\u5f62\u5f0f\u306e\u95a2\u6570\u3068\u3057\u3066\u5c0e\u51fa\u3059\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u307e\u3057\u305f\uff01<br \/>\n\u6df1\u5c64\u5b66\u7fd2\u304c\u3046\u307e\u304f\u3044\u304f\u6761\u4ef6\u306e\u89e3\u660e\u306b\u53d6\u308a\u7d44\u3080\u5185\u5bb9\u3067\u3059\u3002<\/p>\n<p><strong>Title:<\/strong><br \/>\n<strong>Wolkowicz-Styan Upper Bound on the Hessian Eigenspectrum for Cross-Entropy Loss in Nonlinear Smooth Neural Networks<\/strong><br \/>\n<strong>\u975e\u7dda\u5f62\u5e73\u6ed1\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u304a\u3051\u308b\u4ea4\u5dee\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u640d\u5931\u306e\u30d8\u30c3\u30bb\u884c\u5217\u56fa\u6709\u30b9\u30da\u30af\u30c8\u30eb\u306b\u95a2\u3059\u308b\u30a6\u30a9\u30eb\u30b3\u30f4\u30a3\u30c3\u30c4-\u30b9\u30c6\u30a3\u30a2\u30f3\u4e0a\u754c<\/strong><br \/>\nArxiv: <a href=\"https:\/\/arxiv.org\/abs\/2604.10202\" rel=\"noopener\" target=\"_blank\">https:\/\/arxiv.org\/abs\/2604.10202<\/a><br \/>\npdf\u7248: <a href=\"https:\/\/arxiv.org\/pdf\/2604.10202\" rel=\"noopener\" target=\"_blank\">https:\/\/arxiv.org\/pdf\/2604.10202<\/a><\/p>\n<p>2020\u5e74\u4ee3\u306b\u63d0\u6848\u30fb\u691c\u8a3c\u3055\u308c\u3066\u304d\u305f\u6df1\u5c64\u5b66\u7fd2\u306eFlatness\u4eee\u8aac\u3068\u95a2\u9023\u3059\u308b\u5185\u5bb9\u3067\u3001\u534a\u5e74\u9593\u3001\u82e6\u3057\u307f\u306a\u304c\u3089\u7814\u7a76\u3092\u7d9a\u3051\u307e\u3057\u305f\u3002<br \/>\n\u8208\u5473\u304c\u3042\u308a\u307e\u3057\u305f\u3089\u3001\u305c\u3072\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u672c\u7814\u7a76\u5ba4\u3067\u306f\u3053\u308c\u304b\u3089\u3082\u3001\u6df1\u5c64\u5b66\u7fd2\u306e\u8b0e\u306e\u89e3\u660e\u3092\u76ee\u6307\u3057\u3001\u8ffd\u6c42\u3092\u7d9a\u3051\u307e\u3059\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30af\u30ed\u30b9\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u640d\u5931\u306e\u300c\u92ed\u3055\u300d\u3092\u9589\u5f62\u5f0f\u306e\u95a2\u6570\u3068\u3057\u3066\u5c0e\u51fa\u3059\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u307e\u3057\u305f\uff01 \u6df1\u5c64\u5b66\u7fd2\u304c\u3046\u307e\u304f\u3044\u304f\u6761\u4ef6\u306e\u89e3\u660e\u306b\u53d6\u308a\u7d44\u3080\u5185\u5bb9\u3067\u3059\u3002 Title: Wolkowicz-Styan Upper Bo<\/p><\/div>\n<div class=\"blog-btn\"><a href=\"http:\/\/int-info.com\/index.php\/2026\/04\/13\/sharpness2026\/\" class=\"home-blog-btn\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":4481,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-4477","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-6"],"_links":{"self":[{"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/posts\/4477","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/comments?post=4477"}],"version-history":[{"count":19,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/posts\/4477\/revisions"}],"predecessor-version":[{"id":4635,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/posts\/4477\/revisions\/4635"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/media\/4481"}],"wp:attachment":[{"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/media?parent=4477"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/categories?post=4477"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/tags?post=4477"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}