{"id":303,"date":"2023-07-22T12:00:00","date_gmt":"2023-07-22T12:00:00","guid":{"rendered":"https:\/\/michaelkamp.org\/?p=303"},"modified":"2023-07-22T12:00:00","modified_gmt":"2023-07-22T12:00:00","slug":"fam-relative-flatness-aware-minimization","status":"publish","type":"post","link":"https:\/\/michaelkamp.org\/?p=303","title":{"rendered":"FAM: Relative Flatness Aware Minimization"},"content":{"rendered":"<p><div class=\"tp_single_publication\"><span class=\"tp_single_author\">Linara Adilova, Amr Abourayya, Jianning Li, Amin Dada, Henning Petzka, Jan Egger, Jens Kleesiek, Michael Kamp: <\/span> <span class=\"tp_single_title\">FAM: Relative Flatness Aware Minimization<\/span>. <span class=\"tp_single_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">Proceedings of the ICML Workshop on Topology, Algebra, and Geometry in Machine Learning (TAG-ML), <\/span><span class=\"tp_pub_additional_year\">2023<\/span>.<\/span><\/div><!--more--><\/p>\n<h2 class=\"tp_abstract\">Abstract<\/h2><p class=\"tp_abstract\"><\/p>\n<h2 class=\"tp_links\">Links<\/h2><p class=\"tp_abstract\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/michaelkamp.org\/wp-content\/uploads\/2023\/06\/fam_regularization.pdf\" title=\"https:\/\/michaelkamp.org\/wp-content\/uploads\/2023\/06\/fam_regularization.pdf\" target=\"_blank\">https:\/\/michaelkamp.org\/wp-content\/uploads\/2023\/06\/fam_regularization.pdf<\/a><\/li><\/ul><\/p>\n<h2 class=\"tp_bibtex\">BibTeX (<a href=\"https:\/\/michaelkamp.org?feed=tp_pub_bibtex&amp;key=adilova2023fam\">Download<\/a>)<\/h2><pre class=\"tp_bibtex\">@inproceedings{adilova2023fam,\r\ntitle = {FAM: Relative Flatness Aware Minimization},\r\nauthor = {Linara Adilova and Amr Abourayya and Jianning Li and Amin Dada and Henning Petzka and Jan Egger and Jens Kleesiek and Michael Kamp},\r\nurl = {https:\/\/michaelkamp.org\/wp-content\/uploads\/2023\/06\/fam_regularization.pdf},\r\nyear  = {2023},\r\ndate = {2023-07-22},\r\nurldate = {2023-07-22},\r\nbooktitle = {Proceedings of the ICML Workshop on Topology, Algebra, and Geometry in Machine Learning (TAG-ML)},\r\nkeywords = {deep learning, flatness, generalization, machine learning, relative flatness, theory of deep learning},\r\npubstate = {published},\r\ntppubtype = {inproceedings}\r\n}\r\n<\/pre>\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":[4],"tags":[15,16,19,10,20,18],"class_list":["post-303","post","type-post","status-publish","format-standard","hentry","category-publications","tag-deep-learning","tag-flatness","tag-generalization","tag-machine-learning","tag-relative-flatness","tag-theory-of-deep-learning"],"_links":{"self":[{"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/posts\/303","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=303"}],"version-history":[{"count":0,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/posts\/303\/revisions"}],"wp:attachment":[{"href":"https:\/\/michaelkamp.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=303"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=303"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=303"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}