Publication and Manuscript

• Multivariate Gaussian Approximation for Random Forest via Region-based Stabilization, Under revision, Annals of Applied Probability, 2025.
  • Zhaoyang Shi, Chinmoy Bhattacharjee, Krishna Balasubramanian and Wolfgang Polonik.
• Gaussian and Bootstrap Approximation for Matching-based Average Treatment Effect Estimators, Major revision, Annals of Statistics, 2025.
  • Zhaoyang Shi, Chinmoy Bhattacharjee, Krishna Balasubramanian and Wolfgang Polonik.
• Dense Associative Memory with Epanechnikov energy, Accepted to Neural Information Processing Systems (NeurIPS, Spotlight, top 3%), 2025.
  • Benjamin Hoover, Zhaoyang Shi, Krishna Balasubramanian, Dmitry Krotov and Parikshit Ram.
• Minimax Optimal Nonsmooth Nonparametric Regression via Fractional Laplacian Eigenmaps, Conference on Uncertainty in Artificial Intelligence (UAI), 2025.
  • Zhaoyang Shi, Krishna Balasubramanian and Wolfgang Polonik.
• Adaptive and non-adaptive minimax rates for weighted Laplacian-eigenmap based nonparametric regression, International Conference on Artificial Intelligence and Statistics (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.

Under Review

• Community-based Multi-Agent Reinforcement Learning with Transfer and Active Exploration, 2025.
  • Zhaoyang Shi.

Under Preparation

• Unmixing Nonparametric Densities, 2025.
  • Jianqing Fan, Zheng Tracy Ke, and Zhaoyang Shi.
• Minimax Optimal Mixed-membership Estimation in Continuous-time Dynamic Network, 2025.
  • Zheng Tracy Ke, and Zhaoyang Shi. (Presented at JSM 2025)