Publications

Publications

• Minimax Optimal Nonsmooth Nonparametric Regression via Fractional Laplacian Eigenmaps, UAI, 2025.
  • Zhaoyang Shi, Krishna Balasubramanian and Wolfgang Polonik.
• Adaptive and non-adaptive minimax rates for weighted Laplacian-eigenmap based nonparametric regression, AISTATS, 2024.
  • Zhaoyang Shi, Krishna Balasubramanian and Wolfgang Polonik.
• A Flexible Approach for Normal Approximation of Geometric and Topological Statistics, Bernoulli, 2024.
  • Zhaoyang Shi, Krishna Balasubramanian and Wolfgang Polonik.
• The Analysis of Features Importance in Electrical Infrared Images Faults Diagnosis, 2018.
  • Zhao, Qi and Su, Lei and Shi, Zhaoyang and Ling, Ping and Yan, Nannan and Gu, Chunjie and Shi, Zhixiong.

Preprints

• Community-based Multi-Agent Reinforcement Learning with Transfer and Active Exploration, submitted, 2025.
  • Zhaoyang Shi.
• Dense Associative Memory with Epanechnikov Energy, submitted, 2025.
  • Benjamin Hoover, Zhaoyang Shi, Krishna Balasubramanian, Dmitry Krotov and Parikshit Ram.
• Gaussian and Bootstrap Approximation for Matching-based Average Treatment Effect Estimators, submitted, 2024.
  • Zhaoyang Shi, Chinmoy Bhattacharjee, Krishna Balasubramanian and Wolfgang Polonik.
• Multivariate Gaussian Approximation for Random Forest via Region-based Stabilization, submitted, 2024.
  • Zhaoyang Shi, Chinmoy Bhattacharjee, Krishna Balasubramanian and Wolfgang Polonik.