Ilmun Kim
9 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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๐งญ Keyword Pioneer ๐ Conference Polyglot (4) ๐ Academic Marathon (5) ๐ Cross-Pollinator (9) ๐ Interdisciplinary Bridge
๐บ๏ธ
Taxonomy Completionist
(13)
๐ฃ
Hot Topic Early Bird
Conferences
JMLR (3)
NIPS (3)
AISTATS (2)
ICML (1)
Top co-authors
Research topics
Keywords
hypothesis testing
(4)
two-sample test
(4)
maximum mean discrepancy
(3)
kernel methods
(2)
nonparametric test
(2)
minimax optimality
(2)
permutation test
(2)
nonparametric testing
(1)
minimax optimal
(1)
permutation testing
(1)
random projection
(1)
bootstrap method
(1)
normalizing flow
(1)
surrogate model
(1)
privacy-utility trade-off
(1)
local differential privacy
(1)
adaptive testing
(1)
incomplete u-statistics
(1)
distance covariance
(1)
type i error control
(1)
Papers
Minimax Optimal Two-Sample Testing under Local Differential Privacy
JMLR 2025
Robust Kernel Hypothesis Testing under Data Corruption
AISTATS 2025
Enhancing Sufficient Dimension Reduction via Hellinger Correlation
ICML 2024
MMD Aggregated Two-Sample Test
JMLR 2023
A Permutation-Free Kernel Independence Test
JMLR 2023
Efficient Aggregated Kernel Tests using Incomplete $U$-statistics
NIPS 2022
A permutation-free kernel two-sample test
NIPS 2022
Validation of Approximate Likelihood and Emulator Models for Computationally Intensive Simulations
AISTATS 2020
Randomized tests for high-dimensional regression: A more efficient and powerful solution
NIPS 2020