Ilmun Kim

22 papers A* 4A 2Journal 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-LLM Adaptive Conformal Inference for Reliable LLM Responses.
CoRR
Kangjun Noh, Seongchan Lee, Ilmun Kim, Kyungwoo Song
2025 J jnl
Minimax Optimal Two-Sample Testing under Local Differential Privacy.
J. Mach. Learn. Res.
Jongmin Mun, Seungwoo Kwak, Ilmun Kim
2025 A conf
Robust Kernel Hypothesis Testing under Data Corruption.
AISTATS
Antonin Schrab, Ilmun Kim
2025 J jnl
Transfer Learning for Benign Overfitting in High-Dimensional Linear Regression.
CoRR
Yeichan Kim, Ilmun Kim, Seyoung Park
2024 J jnl
Computational-Statistical Trade-off in Kernel Two-Sample Testing with Random Fourier Features.
CoRR
Ikjun Choi, Ilmun Kim
2024 A* conf
Enhancing Sufficient Dimension Reduction via Hellinger Correlation.
ICML
Seungbeom Hong, Ilmun Kim, Jun Song
2024 J jnl
Enhancing Sufficient Dimension Reduction via Hellinger Correlation.
CoRR
Seungbeom Hong, Ilmun Kim, Jun Song
2024 J jnl
General Frameworks for Conditional Two-Sample Testing.
CoRR
Seongchan Lee, Suman Cha, Ilmun Kim
2024 J jnl
Minimax Optimal Two-Sample Testing under Local Differential Privacy.
CoRR
Jongmin Mun, Seungwoo Kwak, Ilmun Kim
2024 J jnl
Robust Kernel Hypothesis Testing under Data Corruption.
CoRR
Antonin Schrab, Ilmun Kim
2023 J jnl
A Permutation-Free Kernel Independence Test.
J. Mach. Learn. Res.
Shubhanshu Shekhar, Ilmun Kim, Aaditya Ramdas
2023 J jnl
Differentially Private Permutation Tests: Applications to Kernel Methods.
CoRR
Ilmun Kim, Antonin Schrab
2023 J jnl
MMD Aggregated Two-Sample Test.
J. Mach. Learn. Res.
Antonin Schrab, Ilmun Kim, Mélisande Albert, Béatrice Laurent, Benjamin Guedj, Arthur Gretton
2022 J jnl
A Permutation-Free Kernel Independence Test.
CoRR
Shubhanshu Shekhar, Ilmun Kim, Aaditya Ramdas
2022 J jnl
A Permutation-free Kernel Two-Sample Test.
CoRR
Shubhanshu Shekhar, Ilmun Kim, Aaditya Ramdas
2022 A* conf
A permutation-free kernel two-sample test.
NeurIPS
Shubhanshu Shekhar, Ilmun Kim, Aaditya Ramdas
2022 J jnl
Comments on "Testing Conditional Independence of Discrete Distributions".
CoRR
Ilmun Kim
2022 A* conf
Efficient Aggregated Kernel Tests using Incomplete $U$-statistics.
NeurIPS
Antonin Schrab, Ilmun Kim, Benjamin Guedj, Arthur Gretton
2022 J jnl
Efficient Aggregated Kernel Tests using Incomplete U-statistics.
CoRR
Antonin Schrab, Ilmun Kim, Benjamin Guedj, Arthur Gretton
2021 J jnl
MMD Aggregated Two-Sample Test.
CoRR
Antonin Schrab, Ilmun Kim, Mélisande Albert, Béatrice Laurent, Benjamin Guedj, Arthur Gretton
2020 A* conf
Randomized tests for high-dimensional regression: A more efficient and powerful solution.
NeurIPS
Yue Li, Ilmun Kim, Yuting Wei
2020 A conf
Validation of Approximate Likelihood and Emulator Models for Computationally Intensive Simulations.
AISTATS
Niccolò Dalmasso, Ann B. Lee, Rafael Izbicki, Taylor Pospisil, Ilmun Kim, Chieh-An Lin