Ilmun Kim

1. Local permutation tests for conditional independence
   2021/12/22 by Ilmun Kim, Kim, Ilmun, Matey Neykov +5 · 5 citations
   Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Statistics Theory (math.ST)
2. A Permutation-free Kernel Two-Sample Test
   2022/11/27 by Shubhanshu Shekhar, Ilmun Kim, Shekhar, Shubhanshu +3 · 6 citations
   Computer Science · Mathematics · #Advanced Statistical Methods and Models #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference #Statistics Theory (math.ST)
3. A Permutation-Free Kernel Independence Test
   2022/12/18 by Shubhanshu Shekhar, Shekhar, Shubhanshu, Ilmun Kim +3 · 5 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
4. Minimax optimality of permutation tests
   2020/03/30 by Ilmun Kim, Kim, Ilmun, Sivaraman Balakrishnan +3 · 5 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Statistical Methods in Clinical Trials #Statistical Methods and Bayesian Inference
5. Comparing a Large Number of Multivariate Distributions
   2019/04/11 by Ilmun Kim, Kim, Ilmun · 2 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
6. Differentially Private Permutation Tests
   2023/10/29 by Ilmun Kim, Kim, Ilmun, Antonin Schrab +1 · 3 citations
   Computer Science · Mathematics · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST) #cs.CR #cs.LG #math.ST #stat.ME #stat.ML #stat.TH
7. Computational-Statistical Trade-off in Kernel Two-Sample Testing with Random Fourier Features
   2024/07/12 by Ikjun Choi, Ilmun Kim, Choi, Ikjun +1 · 3 citations
   Computer Science · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference #Statistics Theory (math.ST)
8. Nearly Minimax Optimal Wasserstein Conditional Independence Testing
   2023/08/16 by Matey Neykov, Neykov, Matey, Larry Wasserman +5 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Mathematics #Statistics Theory (math.ST)
9. Robust Kernel Hypothesis Testing under Data Corruption
   2024/05/30 by Antonin Schrab, Schrab, Antonin, Ilmun Kim +1 · 1 citation
   Engineering · #Fault Detection and Control Systems
10. Sharp Minimax Rates for Smooth Two-Sample Testing under Central Differential Privacy
    2026/07/27 by Ilmun Kim
    #math.ST #stat.TH
11. A Two-Sample Test on Weighted Persistence Intensity Functions in Topological Data Analysis
    2026/07/23 by Yeongung Han, Ilmun Kim, Jisu Kim
    #math.ST #stat.TH
12. Aggregation of Statistical Evidence under Exchangeability
    2026/07/17 by Antonin Schrab, Rajen Shah, Arthur Gretton +1
    #stat.ME #cs.LG #math.ST #stat.ML #stat.TH