Publications

• Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks Zixuan Zhang*, Kaiqi Zhang*, Minshuo Chen, Yuma Takeda, Mengdi Wang, Tuo Zhao, Yu-Xiang Wang Annual Conference on Neural Information Processing Systems (NeurIPS), 2024

• Robust Reinforcement Learning from Corrupted Human Feedback Alexander Bukharin, Ilgee Hong, Haoming Jiang, Zichong Li, Qingru Zhang, Zixuan Zhang, Tuo Zhao Annual Conference on Neural Information Processing Systems (NeurIPS), 2024

• Effective Minkowski dimension of deep nonparametric regression: function approximation and statistical theories Zixuan Zhang, Minshuo Chen, Mengdi Wang, Wenjing Liao, Tuo Zhao International Conference on Machine Learning (ICML), 2023

• Sequential information design: Markov persuasion process and its efficient reinforcement learning Jibang Wu, Zixuan Zhang, Zhe Feng, Zhaoran Wang, Zhuoran Yang, Michael I Jordan, Haifeng Xu ACM Conference on Economics and Computation, 2022