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Dive into the research topics where Bharath Kumar Sriperumbudur is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Collaborative Research: Synergies between Steins Identities and Reproducing Kernels: Modern Tools for Nonparametric Statistics
Sriperumbudur, B. K. (PI)
7/1/24 → 6/30/27
Project: Research project
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CAREER: Statistical Learning, Inference and Approximation with Reproducing Kernels
Sriperumbudur, B. K. (PI)
6/1/20 → 5/31/25
Project: Research project
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Reproducing Kernel Hilbert Space Embedding of Measures: Theory and Applications to Statistical Learning
Sriperumbudur, B. K. (PI)
7/1/17 → 6/30/21
Project: Research project
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ON THE LIMITS OF TOPOLOGICAL DATA ANALYSIS FOR STATISTICAL INFERENCE
Vishwanath, S., Fukumizu, K., Kuriki, S. & Sriperumbudur, B. K., Jun 2025, In: Foundations of Data Science. 7, 2, p. 502-535 34 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Optimal rates for functional linear regression with general regularization
Gupta, N., Sivananthan, S. & Sriperumbudur, B. K., Apr 2025, In: Applied and Computational Harmonic Analysis. 76, 101745.Research output: Contribution to journal › Article › peer-review
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GROMOV–WASSERSTEIN DISTANCES: ENTROPIC REGULARIZATION, DUALITY AND SAMPLE COMPLEXITY
Zhang, Z., Goldfeld, Z., Mroueh, Y. & Sriperumbudur, B. K., Aug 2024, In: Annals of Statistics. 52, 4, p. 1616-1645 30 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Regularized Stein Variational Gradient Flow
He, Y., Balasubramanian, K., Sriperumbudur, B. K. & Lu, J., 2024, (Accepted/In press) In: Foundations of Computational Mathematics.Research output: Contribution to journal › Article › peer-review
Open Access -
Shrinkage estimation of higher-order Bochner integrals
Utpala, S. & Sriperumbudur, B. K., Nov 2024, In: Bernoulli. 30, 4, p. 2721-2746 26 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations