Karthik Narayan

Alpha-Beta Divergences Discover Micro and Macro Structures in Data

Although recent work in non-linear dimensionality reduction investigates multiple choices of divergence measure during optimization \citeyang2013icml,bunte2012neuro, little work discusses the direct effects that divergence measures have on visualization. We study this relationship, theoretically and…