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Bharath Sriperumbudur
Full Professor, Pennsylvania State University
Joined
February 2017
Names
Bharath Sriperumbudur
(Preferred)
,
Bharath K. Sriperumbudur
Emails
****@psu.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Full Professor
Pennsylvania State University
(psu.edu)
2024
–
Present
Associate Professor
Pennsylvania State University
(psu.edu)
2020
–
2024
Assistant Professor
Pennsylvania State University
(psu.edu)
2014
–
2020
Researcher
University of Cambridge
(cam.ac.uk)
2012
–
2014
Postdoc
University College London, University of London
(ucl.ac.uk)
2010
–
2012
PhD student
University of California, San Diego
(ucsd.edu)
2005
–
2010
MS student
Indian Institute of Technology, Kanpur, Dhirubhai Ambani Institute Of Information and Communication Technology
(iitk.ac.in)
2000
–
2002
Advisors, Relations & Conflicts
Coauthor
Anna Korba
2023
–
2024
Coauthor
Ziv Goldfeld
2021
–
2024
Coauthor
Youssef Mroueh
2021
–
2024
Coauthor
Omar Hagrass
2017
–
2024
Coauthor
Zoltán Szabó
2016
–
2024
Coauthor
Krishna Balasubramanian
2014
–
2024
Coauthor
Motonobu Kanagawa
2014
–
2024
Coauthor
Siddharth Vishwanath
2017
–
2023
Coauthor
Kenji Fukumizu
2007
–
2023
Postdoc Advisor
Arthur Gretton
2010
–
2012
PhD Advisor
Gert Lanckriet
2006
–
2010
Expertise
Kernel methods
Present
Optimal transport
Present
Statistical learning theory
Present
Functional and topological data analysis
Present
Publications
(De)-regularized Maximum Mean Discrepancy Gradient Flow
Zonghao Chen
,
Aratrika Mustafi
,
Pierre Glaser
,
Anna Korba
,
Arthur Gretton
,
Bharath Sriperumbudur
Journal of Machine Learning Research (JMLR)
Readers:
Everyone
Spectral Regularized Kernel Goodness-of-Fit Tests
Omar Hagrass
,
Bharath Sriperumbudur
,
Bing Li
OpenReview Archive Direct Upload
Readers:
Everyone
Minimax Optimal Goodness-of-Fit Tests with Kernel Stein Discrepancy
Omar Hagrass
,
Bharath Sriperumbudur
,
Krishna Balasubramanian
Bernoulli
Readers:
Everyone
Uniform Kernel Prober
Soumya Mukherjee
,
Bharath Sriperumbudur
ICLR 2026 Conference Desk Rejected Submission
Readers:
Everyone
Minimax Optimal Kernel Two-Sample Tests with Random Features
Soumya Mukherjee
,
Bharath Sriperumbudur
OpenReview Archive Direct Upload
Readers:
Everyone
Uniform Kernel Prober
Soumya Mukherjee
,
Bharath Sriperumbudur
OpenReview Archive Direct Upload
Readers:
Everyone
Gromov-Wasserstein Distances: Entropic Regularization, Duality, and Sample Complexity
Zhengxin Zhang
,
Ziv Goldfeld
,
Youssef Mroueh
,
Bharath Sriperumbudur
The Annals of Statistics
Readers:
Everyone
Nyström Kernel Stein Discrepancy
Florian Kalinke
,
Zoltán Szabó
,
Bharath Sriperumbudur
AISTATS 2025 Poster
Readers:
Everyone
Gradient Flows and Riemannian Structure in the Gromov-Wasserstein Geometry
Zhengxin Zhang
,
Ziv Goldfeld
,
Kristjan Greenewald
,
Youssef Mroueh
,
Bharath Sriperumbudur
OpenReview Archive Direct Upload
Readers:
Everyone
(De)-regularized Maximum Mean Discrepancy Gradient Flow
Zonghao Chen
,
Aratrika Mustafi
,
Pierre Glaser
,
Anna Korba
,
Arthur Gretton
,
Bharath K. Sriperumbudur
CoRR 2024
Readers:
Everyone
View all 79 publications
Co-Authors
Aapo Hyvärinen
Alessandro Rudi
Alexandra Carpentier
Anna Korba
Aratrika Mustafi
Arthur Gretton
Barnabás Póczos
Bernhard Schölkopf
Bing Li
David A. Torres
Dino Sejdinovic
Florian Kalinke
Gert R. G. Lanckriet
Guy Lebanon
Harish Karnick
Heiko Strathmann
Ilya O. Tolstikhin
Ingo Steinwart
Jianfeng Lu
Joseph Lam-Weil
Kenji Fukumizu
Krikamol Muandet
Krishna Balasubramanian
Krishnakumar Balasubramanian
Kristjan Greenewald
View all 54 co-authors