More than 20 centers and initiatives bring professionals and academics together to advance the future of business. Each one focuses on a critical part of industry, from supply chain management to blockchain and beyond.
Information, Risk & Operations Management
Jie Wang, Rui Gao, and Hongyuan Zha. Reliable Off-Policy Evaluation for Reinforcement Learning. Operations Research. Forthcoming.
Rui Gao. Finite-Sample Guarantees for Wasserstein Distributionally Robust Optimization: Breaking the Curse of Dimensionality.Operations Research. Forthcoming.
Ruijiang Gao, Max Biggs, Wei Sun, Ligong Han. Enhancing Counterfactual Classification via Self-Training. Association for the Advancement of Artificial Intelligence, forthcoming.
Cheng Wang, Rui Gao, Wei Wei, Miadreza Shafie-khah, Tianshu Bi, and Joao P.S. Catalao. 2019. Risk-Based Distributionally Robust Optimal Gas-Power Flow with Wasserstein Distance. IEEE Transactions on Power Systems 34(3), 2190-2204.
Rui Gao, and Anton Kleywegt. May 2023. Distributionally Robust Stochastic Optimization with Wasserstein Distance. Mathematics of Operations Research 48(2): 603-655. 53p.
Luhao Zhang, Jincheng Yang, and Rui Gao.
Optimal Robust Policy for Feature-Based Newsvendor.
Management Science. Forthcoming.