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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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CAREER: Statistical Learning, Inference and Approximation with Reproducing Kernels
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
7/1/17 → 6/30/21
Project: Research project
Research output
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Convergence Analysis of Deterministic Kernel-Based Quadrature Rules in Misspecified Settings
Kanagawa, M., Sriperumbudur, B. K. & Fukumizu, K., Feb 1 2020, In: Foundations of Computational Mathematics. 20, 1, p. 155-194 40 p.Research output: Contribution to journal › Article › peer-review
11 Scopus citations -
On kernel derivative approximation with random fourier features
Szabó, Z. & Sriperumbudur, B. K., 2020.Research output: Contribution to conference › Paper › peer-review
2 Scopus citations -
Robust persistence diagrams using reproducing kernels
Vishwanath, S., Fukumizu, K., Kuriki, S. & Sriperumbudur, B., 2020, In: Advances in Neural Information Processing Systems. 2020-DecemberResearch output: Contribution to journal › Conference article › peer-review
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Characteristic and universal tensor product kernels
Szabó, Z. & Sriperumbudur, B. K., 2018, In: Journal of Machine Learning Research. 18, p. 1-29 29 p.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
Optimal prediction for additive function-on-function regression
Reimherr, M., Sriperumbudur, B. & Taoufik, B., 2018, In: Electronic Journal of Statistics. 12, 2, p. 4571-4601 31 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations