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Ilmun Kim

General Frameworks for Conditional Two-Sample Testing

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Oct 22, 2024
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Computational-Statistical Trade-off in Kernel Two-Sample Testing with Random Fourier Features

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Jul 12, 2024
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Enhancing Sufficient Dimension Reduction via Hellinger Correlation

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May 30, 2024
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Robust Kernel Hypothesis Testing under Data Corruption

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May 30, 2024
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Semi-Supervised U-statistics

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Mar 09, 2024
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Differentially Private Permutation Tests: Applications to Kernel Methods

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Oct 29, 2023
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A Permutation-Free Kernel Independence Test

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Dec 18, 2022
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A Permutation-free Kernel Two-Sample Test

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Nov 27, 2022
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The Projected Covariance Measure for assumption-lean variable significance testing

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Nov 03, 2022
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Efficient Aggregated Kernel Tests using Incomplete $U$-statistics

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Jun 18, 2022
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