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Ilmun Kim
Ilmun Kim
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Classification accuracy as a proxy for two-sample testing
I Kim, A Ramdas, A Singh, L Wasserman
The Annals of Statistics 49 (1), 411-434, 2021
73*2021
Robust multivariate nonparametric tests via projection averaging
I Kim, S Balakrishnan, L Wasserman
The Annals of Statistics 48 (6), 3417-3441, 2020
73*2020
Minimax optimality of permutation tests
I Kim, S Balakrishnan, L Wasserman
The Annals of Statistics 50 (1), 225-251, 2022
572022
MMD aggregated two-sample test
A Schrab, I Kim, M Albert, B Laurent, B Guedj, A Gretton
Journal of Machine Learning Research 24 (194), 1-81, 2021
432021
Global and local two-sample tests via regression
I Kim, AB Lee, J Lei
Electronic Journal of Statistics 13 (2), 5253-5305, 2019
382019
Efficient Aggregated Kernel Tests using Incomplete -statistics
A Schrab, I Kim, B Guedj, A Gretton
Advances in Neural Information Processing Systems 35, 18793-18807, 2022
262022
Local permutation tests for conditional independence
I Kim, M Neykov, S Balakrishnan, L Wasserman
The Annals of Statistics 50 (6), 3388-3414, 2022
252022
A permutation-free kernel two-sample test
S Shekhar, I Kim, A Ramdas
Advances in Neural Information Processing Systems 35, 18168-18180, 2022
182022
On cumulative residual entropy of order statistics
S Park, I Kim
Statistics & Probability Letters 94, 170-175, 2014
182014
Dimension-agnostic inference using cross U-statistics
I Kim, A Ramdas
Bernoulli 30 (1), 683-711, 2024
17*2024
General cumulative Kullback–Leibler information
S Park, HA Noughabi, I Kim
Communications in Statistics-Theory and Methods 47 (7), 1551-1560, 2018
172018
Comparing a large number of multivariate distributions
I Kim
Bernoulli 27 (1), 419-441, 2021
132021
Likelihood ratio tests for multivariate normality
I Kim, S Park
Communications in Statistics-Theory and Methods 47 (8), 1923-1934, 2018
132018
Local two-sample testing: a new tool for analysing high-dimensional astronomical data
PE Freeman, I Kim, AB Lee
Monthly Notices of the Royal Astronomical Society 471 (3), 3273-3282, 2017
122017
The Projected Covariance Measure for assumption-lean variable significance testing
AR Lundborg, I Kim, RD Shah, RJ Samworth
arXiv preprint arXiv:2211.02039, 2022
112022
Validation of approximate likelihood and emulator models for computationally intensive simulations
N Dalmasso, A Lee, R Izbicki, T Pospisil, I Kim, CA Lin
International Conference on Artificial Intelligence and Statistics, 3349-3361, 2020
112020
Averaging p-values under exchangeability
W Choi, I Kim
Statistics & Probability Letters 194, 109748, 2023
102023
Multinomial goodness-of-fit based on U-statistics: High-dimensional asymptotic and minimax optimality
I Kim
Journal of Statistical Planning and Inference 205, 74-91, 2020
82020
A permutation-free kernel independence test
S Shekhar, I Kim, A Ramdas
Journal of Machine Learning Research 24 (369), 1-68, 2023
62023
Conditional Independence Testing for Discrete Distributions: Beyond - and -tests
I Kim, M Neykov, S Balakrishnan, L Wasserman
arXiv preprint arXiv:2308.05373, 2023
42023
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Artículos 1–20