Selvaprabu Nadarajah

28 papers A* 1Journal 26Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Weakly Time-Coupled Approximation of Markov Decision Processes.
CoRR
Negar Soheili, Selvaprabu Nadarajah, Bo Yang
2025 J jnl
An Adaptive Parameter-free and Projection-free Restarting Level Set Method for Constrained Convex Optimization Under the Error Bound Condition.
J. Mach. Learn. Res.
Qihang Lin, Negar Soheili, Runchao Ma, Selvaprabu Nadarajah
2025 J jnl
Decision Intelligence for Healthcare Decarbonization.
Found. Trends Technol. Inf. Oper. Manag.
Selvaprabu Nadarajah, Sylvia Dziemian
2025 J jnl
Physical vs Virtual corporate power purchase agreements: Meeting renewable targets amid demand and price uncertainty.
Eur. J. Oper. Res.
Seyed Danial Mohseni Taheri, Selvaprabu Nadarajah, Alessio Trivella
2025 J jnl
Self-Adapting Network Relaxations for Weakly Coupled Markov Decision Processes.
Manag. Sci.
Selvaprabu Nadarajah, André Augusto Ciré
2025 J jnl
Self-Guided Approximate Linear Programs: Randomized Multi-Shot Approximation of Discounted Cost Markov Decision Processes.
Manag. Sci.
Parshan Pakiman, Selvaprabu Nadarajah, Negar Soheili, Qihang Lin
2024 J jnl
Least Squares Monte Carlo and Pathwise Optimization for Merchant Energy Production.
Oper. Res.
Bo Yang, Selvaprabu Nadarajah, Nicola Secomandi
2023 J jnl
A review of the operations literature on real options in energy.
Eur. J. Oper. Res.
Selvaprabu Nadarajah, Nicola Secomandi
2023 J jnl
Meeting Corporate Renewable Power Targets.
Manag. Sci.
Alessio Trivella, Seyed Danial Mohseni Taheri, Selvaprabu Nadarajah
2022 J jnl
Corporate Renewable Procurement Analytics.
Found. Trends Technol. Inf. Oper. Manag.
Selvaprabu Nadarajah
2021 J jnl
Managing Shutdown Decisions in Merchant Commodity and Energy Production: A Social Commerce Perspective.
Manuf. Serv. Oper. Manag.
Alessio Trivella, Selvaprabu Nadarajah, Stein-Erik Fleten, Denis Mazieres, David Pisinger
2021 — conf
Offline-online reinforcement learning for energy pricing in office demand response: lowering energy and data costs.
BuildSys
Doseok Jang, Lucas Spangher, Tarang Srivastava, Manan Khattar, Utkarsha Agwan, Selvaprabu Nadarajah, Costas J. Spanos
2021 J jnl
Socially responsible merchant operations: Comparison of shutdown-averse CVaR and anticipated regret policies.
Oper. Res. Lett.
Alessio Trivella, Selvaprabu Nadarajah
2020 J jnl
A Data Efficient and Feasible Level Set Method for Stochastic Convex Optimization with Expectation Constraints.
J. Mach. Learn. Res.
Qihang Lin, Selvaprabu Nadarajah, Negar Soheili, Tianbao Yang
2020 J jnl
Least Squares Monte Carlo and Approximate Linear Programming with an Energy Real Option Application.
Found. Trends Technol. Inf. Oper. Manag.
Selvaprabu Nadarajah, Nicola Secomandi
2020 J jnl
Network-Based Approximate Linear Programming for Discrete Optimization.
Oper. Res.
Selvaprabu Nadarajah, André A. Ciré
2020 J jnl
Partial hyperplane activation for generalized intersection cuts.
Math. Program. Comput.
Aleksandr M. Kazachkov, Selvaprabu Nadarajah, Egon Balas, François Margot
2020 J jnl
Revisiting Approximate Linear Programming: Constraint-Violation Learning with Applications to Inventory Control and Energy Storage.
Manag. Sci.
Qihang Lin, Selvaprabu Nadarajah, Negar Soheili
2020 J jnl
Self-adapting Robustness in Demand Learning.
CoRR
Boxiao Chen, Selvaprabu Nadarajah, Parshan Pakiman, Stefanus Jasin
2020 J jnl
Self-guided Approximate Linear Programs.
CoRR
Parshan Pakiman, Selvaprabu Nadarajah, Negar Soheili, Qihang Lin
2019 J jnl
A Data Efficient and Feasible Level Set Method for Stochastic Convex Optimization with Expectation Constraints.
CoRR
Qihang Lin, Selvaprabu Nadarajah, Negar Soheili, Tianbao Yang
2019 A* conf
SMOILE: A Shopper Marketing Optimization and Inverse Learning Engine.
KDD
Abhilash Reddy Chenreddy, Parshan Pakiman, Selvaprabu Nadarajah, Ranganathan Chandrasekaran, Rick Abens
2018 J jnl
A Level-Set Method for Convex Optimization with a Feasible Solution Path.
SIAM J. Optim.
Qihang Lin, Selvaprabu Nadarajah, Negar Soheili
2018 J jnl
Merchant Energy Trading in a Network.
Oper. Res.
Selvaprabu Nadarajah, Nicola Secomandi
2017 J jnl
Comparison of least squares Monte Carlo methods with applications to energy real options.
Eur. J. Oper. Res.
Selvaprabu Nadarajah, François Margot, Nicola Secomandi
2017 J jnl
Relationship between least squares Monte Carlo and approximate linear programming.
Oper. Res. Lett.
Selvaprabu Nadarajah, Nicola Secomandi
2015 J jnl
Relaxations of Approximate Linear Programs for the Real Option Management of Commodity Storage.
Manag. Sci.
Selvaprabu Nadarajah, François Margot, Nicola Secomandi
2013 J jnl
Less-Than-Truckload carrier collaboration problem: modeling framework and solution approach.
J. Heuristics
Selvaprabu Nadarajah, James H. Bookbinder