Ilmun Kim

10 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-6608-613X

Department of Mathematical Sciences, Korea Advanced Institute of Science and Technology

Publications

• Differentially Private Permutation Tests — Journal of the American Statistical Association 2026
• Minimax Optimal Two-Sample Testing under Local Differential Privacy — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Semi-supervised U-statistics — The Annals of Statistics 2025 (name-matched, not ORCID-linked)
• The projected covariance measure for assumption-lean variable significance testing — The Annals of Statistics 2024
• MMD Aggregated Two-Sample Test — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• A Permutation-Free Kernel Independence Test — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Minimax optimality of permutation tests — The Annals of Statistics 2022
• Local permutation tests for conditional independence — The Annals of Statistics 2022
• Classification accuracy as a proxy for two-sample testing — The Annals of Statistics 2021
• Robust multivariate nonparametric tests via projection averaging — The Annals of Statistics 2020