Zhaoran Wang

11 catalog papers. Name-matched publications do not establish a verified researcher identity.

Department of Industrial Engineering and Management Sciences, Northwestern University

Publications

• A Mean-Field Analysis of Neural Stochastic Gradient Descent-Ascent for Functional Minimax Optimization — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Policy learning “without” overlap: Pessimism and generalized empirical Bernstein’s inequality — The Annals of Statistics 2025 (name-matched, not ORCID-linked)
• Learning Dynamic Mechanisms in Unknown Environments: A Reinforcement Learning Approach — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Learning Regularized Graphon Mean-Field Games with Unknown Graphons — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Double Duality: Variational Primal-Dual Policy Optimization for Constrained Reinforcement Learning — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Can Reinforcement Learning Find Stackelberg-Nash Equilibria in General-Sum Markov Games with Myopically Rational Followers? — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Agnostic Estimation for Phase Retrieval — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
• High-dimensional Varying Index Coefficient Models via Stein's Identity — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
• Optimal computational and statistical rates of convergence for sparse nonconvex learning problems — The Annals of Statistics 2014 (name-matched, not ORCID-linked)