Ilmun Kim
9 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
hypothesis testing
(5)
maximum mean discrepancy
(4)
two-sample test
(4)
hilbert-schmidt independence criterion
(3)
kernel methods
(3)
permutation test
(3)
nonparametric test
(2)
minimax optimality
(2)
random projection
(1)
permutation testing
(1)
minimax optimal
(1)
nonparametric testing
(1)
single-index model
(1)
bootstrap method
(1)
statistical testing
(1)
data corruption
(1)
privacy-utility trade-off
(1)
kernel independence test
(1)
surrogate model
(1)
normalizing flow
(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
A Permutation-Free Kernel Independence Test
JMLR 2023
MMD Aggregated Two-Sample Test
JMLR 2023
A permutation-free kernel two-sample test
NeurIPS 2022
Efficient Aggregated Kernel Tests using Incomplete U-statistics
NeurIPS 2022
Randomized tests for high-dimensional regression: A more efficient and powerful solution
NeurIPS 2020
Validation of Approximate Likelihood and Emulator Models for Computationally Intensive Simulations
AISTATS 2020