Sivaraman Balakrishnan

Optimal kernel choice for large-scale two-sample tests

Arthur Gretton, Dino Sejdinović, Heiko Strathmann et al. · 2012 · 505 citations

Natural Sciences, Biostatistics, Mathematics +15

Statistical guarantees for the EM algorithm: From population to sample-based analysis

Sivaraman Balakrishnan, Martin J. Wainwright, Bin Yu · The Annals of Statistics · 2017 · 398 citations

Computing, Computer Science, Algorithms +16

Learning generative models for protein fold families

Sivaraman Balakrishnan, Hetunandan Kamisetty, Jaime G. Carbonell et al. · Proteins Structure Function and Bioinformatics · 2010 · 349 citations · Full text

Life Sciences, Biochemistry, Bioinformatics +13

The relationship between platelet adhesion on surfaces and the structure versus the amount of adsorbed fibrinogen

Sivaraman Balakrishnan, Robert A. Latour · Biomaterials · 2009 · 341 citations · Full text

Medicine, Cell Biology, Biomaterials +13

Confidence sets for persistence diagrams

Brittany Terese Fasy, Fabrizio Lecci, Alessandro Rinaldo et al. · The Annals of Statistics · 2014 · 255 citations · Full text

Natural Sciences, Mathematics, Probability Theory +12