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

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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 award NSF-DMS-1713011, "Reproducing Kernel Hilbert Space Embedding of Measures: Theory and Applications to Statistical Learning."


Prior to coming to Penn State, I was a research fellow in the Statistical Laboratory, Department of Pure Mathematics and Mathematical Statistics at the University of Cambridge from 2012 to 2014 and was a postdoctoral research associate at Gatsby Computational Neuroscience Unit, University College London, hosted by Dr. Arthur Gretton from 2010 to 2012. I received my Ph. D. in Electrical Engineering in 2010 from the Department of Electrical & Computer Engineering at the University of California, San Diego, where I was advised by Prof. Gert Lanckriet.