Nathan Kallus

发表的论文13 篇，按出版时间

1. 1
   Proximal Reinforcement Learning: Efficient Off-Policy Evaluation in Partially Observed Markov Decision ProcessesOperations Research202325
2. 2
   Treatment Effect Risk: Bounds and InferenceManagement Science20236
3. 3
   Stochastic Optimization ForestsManagement Science202251
4. 4
   Fast Rates for Contextual Linear OptimizationManagement Science202245
5. 5
   Efficiently Breaking the Curse of Horizon in Off-Policy Evaluation with Double Reinforcement LearningOperations Research202250
6. 6
   Smooth Contextual Bandits: Bridging the Parametric and Nondifferentiable Regret RegimesOperations Research202221
7. 7
   Assessing Algorithmic Fairness with Unobserved Protected Class Using Data CombinationManagement Science202191
8. 8
   Data Pooling in Stochastic OptimizationManagement Science202136
9. 9
   Minimax-Optimal Policy Learning Under Unobserved ConfoundingManagement Science202037
10. 10
    Dynamic Assortment Personalization in High DimensionsOperations Research202066