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Neykov, Matey

  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. Minimax Optimal Conditional Independence Testing
    2020/01/09 by Neykov, Matey, Balakrishnan, Sivaraman, Wasserman, Larry · 3 citations
    #FOS: Mathematics #Statistics Theory (math.ST)
  3. Minimax Optimal Conditional Density Estimation under Total Variation Smoothness
    2021/03/12 by Li, Michael, Neykov, Matey, Balakrishnan, Sivaraman · 3 citations
    #FOS: Mathematics #Statistics Theory (math.ST)
  4. A Unified Theory of Confidence Regions and Testing for High Dimensional Estimating Equations
    2015/10/30 by Neykov, Matey, Ning, Yang, Liu, Jun S. +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
  5. Semi-Supervised U-statistics
    2024/02/29 by Kim, Ilmun, Wasserman, Larry, Balakrishnan, Sivaraman +1 · 2 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
  6. A New Perspective on Debiasing Linear Regressions
    2021/04/08 by Yufei Yi, Matey Neykov, Yi, Yufei +1 · 1 citation
    Mathematics · Computer Science · Engineering · #Statistical Methods and Inference #Gaussian Processes and Bayesian Inference #Sparse and Compressive Sensing Techniques
  7. On the minimax rate of the Gaussian sequence model under bounded convex constraints
    2022/01/18 by Neykov, Matey · 2 citations
    #FOS: Mathematics #Statistics Theory (math.ST)
  8. Non-Asymptotic Bounds for the ℓ∞ Estimator in Linear Regression with Uniform Noise
    2021/08/17 by Yufei Yi, Yi, Yufei, Matey Neykov +1 · 1 citation
    Engineering · Mathematics · #Advanced Statistical Methods and Models #FOS: Mathematics #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Statistics Theory (math.ST)
  9. Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping
    2020/03/26 by Zhang, Yichi, Liu, Molei, Neykov, Matey +1 · 1 citation
    #FOS: Computer and information sciences #Methodology (stat.ME)
  10. 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)
  11. Some facts about the optimality of the LSE in the Gaussian sequence model with convex constraint
    2024/06/09 by Akshay Prasadan, Prasadan, Akshay, Matey Neykov +1 · 2 citations
    Mathematics · Computer Science · #Fuzzy Systems and Optimization #Fixed Point Theorems Analysis #Bayesian Methods and Mixture Models