\n Recent work investigating geometry and topology of loss landscapes of neural networks\n revealed interesting properties regarding connectivity of clusters of local minima\n [1]<\/a>,\n [2]<\/a>.\n In this work you will try to apply advances in computation intrinsic triangulation for 3d rendering\n [3]<\/a> towards those surfaces\n (or reasonable hyperplane projections).\n One possible motivation for this is the change for an ability to construct geodesic\n paths on the constructed approximation.\n Inquiries: Tobias Hille<\/a><\/p>\n","protected":false},"excerpt":{"rendered":" Intrinsic Triangulation of Loss Landscapes of Neural Networks Recent work investigating geometry and topology of loss landscapes of neural networks revealed interesting properties regarding connectivity of clusters of local minima [1], [2]. In this work Read more…<\/a><\/p>\n","protected":false},"author":20,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,37,34,35],"tags":[52,54,53,56],"class_list":["post-8628","post","type-post","status-publish","format-standard","hentry","category-allgemein","category-master","category-methodischer-schwerpunkt","category-technischer-schwerpunkt","tag-ss2023","tag-ss2024","tag-ws2023-24","tag-ws2024-25"],"translation":{"provider":"WPGlobus","version":"3.0.2","language":"en","enabled_languages":["de","en"],"languages":{"de":{"title":true,"content":true,"excerpt":false},"en":{"title":false,"content":false,"excerpt":false}}},"_links":{"self":[{"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/posts\/8628","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/comments?post=8628"}],"version-history":[{"count":10,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/posts\/8628\/revisions"}],"predecessor-version":[{"id":9589,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/posts\/8628\/revisions\/9589"}],"wp:attachment":[{"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/media?parent=8628"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/categories?post=8628"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/tags?post=8628"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
Most (if not all) of the programming will be done in Python.\n<\/p>\n\n\n\n