David Simchi-Levi
Orcid: 0000-0002-4650-1519
According to our database1,
David Simchi-Levi
authored at least 165 papers
between 1986 and 2024.
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Bibliography
2024
Math. Oper. Res., 2024
Calibrating Sales Forecasts in a Pandemic Using Competitive Online Nonparametric Regression.
Manag. Sci., 2024
Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff.
CoRR, 2024
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
Manag. Sci., December, 2023
From the Editor: Reflections on the Last Six Years as Editor-in-Chief of <i>Management Science</i>.
Manag. Sci., December, 2023
Manag. Sci., October, 2023
Manag. Sci., September, 2023
Regret Distribution in Stochastic Bandits: Optimal Trade-off between Expectation and Tail Risk.
CoRR, 2023
Stochastic Multi-armed Bandits: Optimal Trade-off among Optimality, Consistency, and Tail Risk.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Multi-armed Bandit Experimental Design: Online Decision-making and Adaptive Inference.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
Manag. Sci., December, 2022
Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits Under Realizability.
Math. Oper. Res., 2022
Online Learning and Optimization for Revenue Management Problems with Add-on Discounts.
Manag. Sci., 2022
Manag. Sci., 2022
Dynamic Pricing and Inventory Control with Fixed Ordering Cost and Incomplete Demand Information.
Manag. Sci., 2022
Manag. Sci., 2022
Manag. Sci., 2022
A New Approach for Vehicle Routing with Stochastic Demand: Combining Route Assignment with Process Flexibility.
Oper. Res., 2022
Oper. Res., 2022
Proceedings of the Web and Internet Economics - 18th International Conference, 2022
A Simple and Optimal Policy Design for Online Learning with Safety against Heavy-tailed Risk.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation.
Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Manag. Sci., 2021
Shrinking the Upper Confidence Bound: A Dynamic Product Selection Problem for Urban Warehouses.
Manag. Sci., 2021
Manag. Sci., 2021
Oper. Res., 2021
Dynamic Pricing and Demand Learning on a Large Network of Products: A PAC-Bayesian Approach.
CoRR, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Instance-Dependent Complexity of Contextual Bandits and Reinforcement Learning: A Disagreement-Based Perspective.
Proceedings of the Conference on Learning Theory, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
Manag. Sci., 2020
Algorithms for Online Matching, Assortment, and Pricing with Tight Weight-Dependent Competitive Ratios.
Oper. Res., 2020
CoRR, 2020
CoRR, 2020
Proceedings of the 3rd Symposium on Simplicity in Algorithms, 2020
Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism.
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
INFORMS J. Optim., January, 2019
Sampling-Based Approximation Schemes for Capacitated Stochastic Inventory Control Models.
Math. Oper. Res., 2019
Manag. Sci., 2019
Oper. Res., 2019
Network Revenue Management with Limited Switches: Known and Unknown Demand Distributions.
CoRR, 2019
CoRR, 2019
Conservative Exploration for Semi-Bandits with Linear Generalization: A Product Selection Problem for Urban Warehouses.
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Tight Weight-dependent Competitive Ratios for Online Edge-weighted Bipartite Matching and Beyond.
Proceedings of the 2019 ACM Conference on Economics and Computation, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
Manag. Sci., 2018
Int. J. Prod. Res., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
2017
Technical Note - Dynamic Pricing and Demand Learning with Limited Price Experimentation.
Oper. Res., 2017
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
2016
Analyzing process flexibility: A distribution-free approach with partial expectations.
Oper. Res. Lett., 2016
Manuf. Serv. Oper. Manag., 2016
2015
Interfaces, 2015
2014
SIAM J. Discret. Math., 2014
Manuf. Serv. Oper. Manag., 2014
2013
Manag. Sci., 2013
2012
Understanding the Performance of the Long Chain and Sparse Designs in Process Flexibility.
Oper. Res., 2012
Approximating the Nonlinear Newsvendor and Single-Item Stochastic Lot-Sizing Problems When Data Is Given by an Oracle.
Oper. Res., 2012
Adv. Oper. Res., 2012
2011
Oper. Res. Lett., 2011
Oper. Res., 2011
2010
2009
Fully polynomial-time approximation schemes for time-cost tradeoff problems in series-parallel project networks.
Oper. Res. Lett., 2009
A Fully Polynomial-Time Approximation Scheme for Single-Item Stochastic Inventory Control with Discrete Demand.
Math. Oper. Res., 2009
2008
Oper. Res. Lett., 2008
2007
2006
Oper. Res. Lett., 2006
Pricing, Production, and Inventory Policies for Manufacturing with Stochastic Demand and Discretionary Sales.
Manuf. Serv. Oper. Manag., 2006
The asymptotic performance ratio of an on-line algorithm for uniform parallel machine scheduling with release dates.
Math. Program., 2006
Performance Analysis and Evaluation of Assemble-to-Order Systems with Stochastic Sequential Lead Times.
Oper. Res., 2006
On the Asymptotic Optimality of a Simple On-Line Algorithm for the Stochastic Single-Machine Weighted Completion Time Problem and Its Extensions.
Oper. Res., 2006
2005
Manuf. Serv. Oper. Manag., 2005
Electron. Commer. Res., 2005
2004
Queueing Syst. Theory Appl., 2004
Coordinating Inventory Control and Pricing Strategies with Random Demand and Fixed Ordering Cost: The Infinite Horizon Case.
Math. Oper. Res., 2004
Coordinating Inventory Control and Pricing Strategies with Random Demand and Fixed Ordering Cost: The Finite Horizon Case.
Oper. Res., 2004
2003
Supply Chain Design and Planning - Applications of Optimization Techniques for Strategic and Tactical Models.
Proceedings of the Supply Chain Management: Design, Coordination and Operation, 2003
2002
The Value of Information Sharing in a Two-Stage Supply Chain with Production Capacity Constraints: The Infinite Horizon Case.
Manuf. Serv. Oper. Manag., 2002
Effective Zero-Inventory-Ordering Policies for the Single-Warehouse Multiretailer Problem with Piecewise Linear Cost Structures.
Manag. Sci., 2002
On the Effectiveness of Zero-Inventory-Ordering Policies for the Economic Lot-Sizing Model with a Class of Piecewise Linear Cost Structures.
Oper. Res., 2002
Uniform distribution of inventory positions in two-echelon periodic review systems with batch-ordering policies and interdependent demands.
Eur. J. Oper. Res., 2002
Proceedings of the Vehicle Routing Problem., 2002
2001
Asymptotic analysis of an on-line algorithm for the single machine completion time problem with release dates.
Oper. Res. Lett., 2001
The Asymptotic Optimality of the SPT Rule for the Flow Shop Mean Completion Time Problem.
Oper. Res., 2001
1999
Proceedings of the Handbook of Discrete and Combinatorial Mathematics., 1999
Proceedings of the Handbook of Discrete and Combinatorial Mathematics., 1999
1998
Math. Program., 1998
Probabilistic Analysis and Practical Algorithms for the Flow Shop Weighted Completion Time Problem.
Oper. Res., 1998
Parallel Machine Scheduling, Linear Programming, and Parameter List Scheduling Heuristics.
Oper. Res., 1998
Oper. Res., 1998
1997
On the Effectiveness of Set Covering Formulations for the Vehicle Routing Problem with Time Windows.
Oper. Res., 1997
1996
Probabilistic Analyses and Practical Algorithms for the Vehicle Routing Problem with Time Windows.
Oper. Res., 1996
A New Generation of Vehicle Routing Research: Robust Algorithms, Addressing Uncertainty.
Oper. Res., 1996
1995
1994
Worst-Case Analysis of Heuristics for the Bin Packing Problem with General Cost Structures.
Oper. Res., 1994
1993
A Probabilistic Analysis of Tour Partitioning Heuristics for the Capacitated Vehicle Routing Problem with Unsplit Demands.
Math. Oper. Res., 1993
1992
On the minimum-cardinality-bounded-diameter and the bounded-cardinality-minimum-diameter edge addition problems.
Oper. Res. Lett., 1992
Oper. Res. Lett., 1992
Networks, 1992
Probabilistic Analysis of the Capacitated Vehicle Routing Problem with Unsplit Demands.
Oper. Res., 1992
Discret. Appl. Math., 1992
Ann. Oper. Res., 1992
Ann. Oper. Res., 1992
1991
1990
Worst-Case Analysis of Heuristics for Multidepot Capacitated Vehicle Routing Problems.
INFORMS J. Comput., 1990
Discret. Appl. Math., 1990
1989
1988
Finding the Optimal a Priori Tour and Location of a Traveling Salesman with Nonhomogeneous Customers.
Transp. Sci., 1988
Oper. Res., 1988
1986