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


I am an Associate Professor in the Department of Statistics at the Pennsylvania State University.

My research interests include non-parametric statistics,
empirical process theory, concentration of measure, regularization and inverse problems, reproducing kernel spaces in probability and statistics, statistical learning theory, machine learning, applied harmonic analysis and signal processing.

My current research is supported by the awards NSF-DMS-1713011, "Reproducing Kernel Hilbert Space Embedding of Measures: Theory and Applications to Statistical Learning" and NSF-CAREER-1945396, "Statistical Learning, Inference and Approximation with Reproducing Kernels."