Zhaoyang Shi (石兆阳)

Multivariate Gaussian Approximation in Random Forest via Region-based Stabilization, 2024,
with Chinmoy Bhattacharjee, Krishna Balasubramanian and Wolfgang Polonik.
[arXiv Version]

Nonsmooth Nonparametric Regression via Fractional Laplacian Eigenmaps, 2024,
with Krishna Balasubramanian and Wolfgang Polonik.
[arXiv Version]

Adaptive and Non-adaptive Minimax Rates for Weighted Laplacian-eigenmap Based Nonparametric Regression, International Conference on Artificial Intelligence and Statistics (AISTATS), 2024,
with Krishna Balasubramanian and Wolfgang Polonik.
[arXiv Version]

A Flexible Approach for Normal Approximation of Geometric and Topological Statistics, Bernoulli, 2023+,
with Krishna Balasubramanian and Wolfgang Polonik.
[arXiv Version]

The Analysis of Features Importance in Electrical Infrared Images Faults Diagnosis
with Qi Zhao, Lei Su, Ping Ling, Nannan Yan, Chunjie Gu and Zhixiong Shi.
Proceedings of the 1st International Workshop on Internet of People, Assisitive Robots and Things, ACM, 2018.

Works in progress

Normal Approximation on Density Ratio Estimation and Average Treatment Effect (ATE)
with Krishna Balasubramanian and Wolfgang Polonik.