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Bharath Sriperumbudur

Minimax Optimal Goodness-of-Fit Testing with Kernel Stein Discrepancy

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Apr 12, 2024
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Statistical Optimality and Computational Efficiency of Nyström Kernel PCA

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May 19, 2021
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Robust Persistence Diagrams using Reproducing Kernels

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Jun 17, 2020
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Gain with no Pain: Efficient Kernel-PCA by Nyström Sampling

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Jul 11, 2019
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Approximate Kernel PCA Using Random Features: Computational vs. Statistical Trade-off

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Jun 12, 2018
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Density Estimation in Infinite Dimensional Exponential Families

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May 26, 2017
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Kernel Mean Embedding of Distributions: A Review and Beyond

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Jan 25, 2017
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Learning Theory for Distribution Regression

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Oct 21, 2016
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Kernel Mean Shrinkage Estimators

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Feb 25, 2016
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Two-stage Sampled Learning Theory on Distributions

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Jan 26, 2015
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