DevanshRevolutionizing AI Embeddings with GeometryHow Angular Information can lift up LLMs and beyondMay 271May 271
Nikolay OskolkovinTowards Data SciencetSNE Degrades to PCAAt large PerplexityApr 6, 20201Apr 6, 20201
Nikolay OskolkovinTowards Data SciencetSNE vs. UMAP: Global StructureWhy preservation of global structure is importantMar 4, 20209Mar 4, 20209
Nikolay OskolkovinTowards Data ScienceHow Exactly UMAP WorksAnd why exactly it is better than tSNEOct 3, 201913Oct 3, 201913
Nikolay OskolkovinTowards Data ScienceWhy UMAP is Superior over tSNEDoes initialization really matter?Dec 31, 20191Dec 31, 20191