Sanket Shah

Latest

• Efficient Public Health Intervention Planning Using Decomposition-Based Decision-Focused Learning
• Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize
• Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Care Domain
• Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses
• Joint Pricing and Matching for City-Scale Ride-Pooling
• Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Problems by Reinforcement Learning
• FairVizARD: A Visualization System for Assessing Fairness of Ride-Sharing Matching Algorithms
• Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling
• Q-Learning Lagrange Policies for Multi-Action Restless Bandits
• Neural Approximate Dynamic Programming for On-Demand Ride-Pooling
• Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning