selvaprabu nadarajah

11 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-6218-5862

College of Business Administration, University of Illinois Chicago, Chicago, Illinois 60607

Publications

• Self-Adapting Network Relaxations for Weakly Coupled Markov Decision Processes — Management Science 2025
• Self-Guided Approximate Linear Programs: Randomized Multi-Shot Approximation of Discounted Cost Markov Decision Processes — Management Science 2025
• An Adaptive Parameter-free and Projection-free Restarting Level Set Method for Constrained Convex Optimization Under the Error Bound Condition — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Meeting Corporate Renewable Power Targets — Management Science 2023
• Data-driven storage operations: Cross-commodity backtest and structured policies — Production and Operations Management 2022
• Managing Shutdown Decisions in Merchant Commodity and Energy Production: A Social Commerce Perspective — Manufacturing & Service Operations Management 2021
• Network-Based Approximate Linear Programming for Discrete Optimization — Operations Research 2020
• Revisiting Approximate Linear Programming: Constraint-Violation Learning with Applications to Inventory Control and Energy Storage — Management Science 2020
• A Data Efficient and Feasible Level Set Method for Stochastic Convex Optimization with Expectation Constraints — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
• Merchant Energy Trading in a Network — Operations Research 2018
• Relaxations of Approximate Linear Programs for the Real Option Management of Commodity Storage — Management Science 2015