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21 Mart 2022, 16:30 
Bilkent Üniversitesi Topoloji SeminerleriUMAP for the Working Mathematician Rick Jardine The Healy-McInnes UMAP algorithm is a highly successful clustering tool that involves interesting ideas from mathematics and data science: 1) Spivak's theory of extended pseudo metric spaces (ep-metric spaces) 2) TDA constructions in ep-metric spaces 3) weighted graphs 4) classical dimension reduction 5) graph optimization: fuzzy sets, cross entropy I will explain the algorithm from a mathematical point of view. NOT: To request the event link, please send a message to cihan.okay@bilkent.edu.tr Topoloji İngilizce Zoom botan 17.03.2022 |
