Bharath K Sriperumbudur

Department of Statistics

The Pennsylvania State University
314 Thomas Building
University Park, PA 16802
Phone: +1.814.867.5948
E-mail: bharathsv DOT ucsd [at] gmail DOT com

Home | Publications | Group | CV
                                                                                                                                  
                            

I am a Professor in the Department of Statistics and Department of Mathematics (by courtesy) at the Pennsylvania State University.

My research interests include
  • non-parametric statistics
  • machine learning, statistical learning theory
  • optimal transport and gradient flows
  • reproducing kernel Hilbert spaces, regularization theory, inverse problems
  • functional and topological data analysis

My current research is supported by the following awards:

NSF-DMS-CAREER-1945396 "Statistical Learning, Inference and Approximation with Reproducing Kernels"
NSF-DMS-2413425 "Collaborative Research: Synergies between Steins Identities and Reproducing Kernels: Modern Tools for Nonparametric Statistics"