Ilmun Kim

activity

20162026

most citedMinimax optimality of permutation tests

13 citations · 85 across the 25 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

math.ST2023★ 1 cited

Nearly Minimax Optimal Wasserstein Conditional Independence Testing

Matey Neykov, Larry Wasserman, Ilmun Kim +1

This paper is concerned with minimax conditional independence testing. In contrast to some previous works on the topic, which use the total variation distance to separate the null…

math.ST2023

Conditional Independence Testing for Discrete Distributions: Beyond $χ^{2}$ - and $G$ -tests

Ilmun Kim, Matey Neykov, Sivaraman Balakrishnan +1

This paper is concerned with the problem of conditional independence testing for discrete data. In recent years, researchers have shed new light on this fundamental problem, emphas…

Nearly Minimax Optimal Wasserstein Conditional Independence Testing

Conditional Independence Testing for Discrete Distributions: Beyond χ2- and G-tests

Conditional Independence Testing for Discrete Distributions: Beyond $χ^{2}$ - and $G$ -tests