Ilmun Kim

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Conditional Independencies

Hypothesis Testing

Computationally Intensive

Top Venues

J. Mach. Learn. Res.

Publications

Antonin Schrab, Ilmun Kim
Robust Kernel Hypothesis Testing under Data Corruption. CoRR (2024)
Seungbeom Hong, Ilmun Kim, Jun Song
Enhancing Sufficient Dimension Reduction via Hellinger Correlation. CoRR (2024)
Ikjun Choi, Ilmun Kim
Computational-Statistical Trade-off in Kernel Two-Sample Testing with Random Fourier Features. CoRR (2024)
Antonin Schrab, Ilmun Kim, Mélisande Albert, Béatrice Laurent, Benjamin Guedj, Arthur Gretton
MMD Aggregated Two-Sample Test. J. Mach. Learn. Res. 24 (2023)
Ilmun Kim, Antonin Schrab
Differentially Private Permutation Tests: Applications to Kernel Methods. CoRR (2023)
Antonin Schrab, Ilmun Kim, Benjamin Guedj, Arthur Gretton
Efficient Aggregated Kernel Tests using Incomplete U-statistics. CoRR (2022)
Shubhanshu Shekhar, Ilmun Kim, Aaditya Ramdas
A Permutation-free Kernel Two-Sample Test. CoRR (2022)
Antonin Schrab, Ilmun Kim, Benjamin Guedj, Arthur Gretton
Efficient Aggregated Kernel Tests using Incomplete $U$-statistics. NeurIPS (2022)
Ilmun Kim
Comments on "Testing Conditional Independence of Discrete Distributions". CoRR (2022)
Shubhanshu Shekhar, Ilmun Kim, Aaditya Ramdas
A permutation-free kernel two-sample test. NeurIPS (2022)
Shubhanshu Shekhar, Ilmun Kim, Aaditya Ramdas
A Permutation-Free Kernel Independence Test. CoRR (2022)
Antonin Schrab, Ilmun Kim, Mélisande Albert, Béatrice Laurent, Benjamin Guedj, Arthur Gretton
MMD Aggregated Two-Sample Test. CoRR (2021)
Yue Li, Ilmun Kim, Yuting Wei
Randomized tests for high-dimensional regression: A more efficient and powerful solution. NeurIPS (2020)
Niccolò Dalmasso, Ann B. Lee, Rafael Izbicki, Taylor Pospisil, Ilmun Kim, Chieh-An Lin
Validation of Approximate Likelihood and Emulator Models for Computationally Intensive Simulations. AISTATS (2020)