Microsoft Research, New England; Microsoft Research, NYC
Dylan Foster, Akshay Krishnamurthy
contextual bandits;reinforcement learning;statistical learning;learning theory;fast rates;adaptivity;sequential probability assignment;conditional density estimation;logarithmic loss
Efficient First-Order Contextual Bandits: Prediction, Allocation, and Triangular Discrimination