David Simchi-Levi

239 papers A* 21A 5B 1Journal 204Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Best Arm Identification with LLM Judges and Limited Human. CoRR Ruicheng Ao, Hongyu Chen, Siyang Gao, Hanwei Li, David Simchi-Levi
2026	J	`jnl`	Designing Service Systems from Textual Evidence. CoRR Ruicheng Ao, Hongyu Chen, Siyang Gao, Hanwei Li, David Simchi-Levi
2026	J	`jnl`	GenAI vs. Human Creators: Procurement Mechanism Design in Two-/Three-Layer Markets. Trans. Mach. Learn. Res. Rui Ai, David Simchi-Levi, Haifeng Xu
2026	J	`jnl`	Interleaved Resampling and Refitting: Data and Compute-Efficient Evaluation of Black-Box Predictors. CoRR Haichen Hu, David Simchi-Levi
2026	J	`jnl`	On the Reliability Limits of LLM-Based Multi-Agent Planning. CoRR Ruicheng Ao, Siyang Gao, David Simchi-Levi
2026	J	`jnl`	OptiRepair: Closed-Loop Diagnosis and Repair of Supply Chain Optimization Models with LLM Agents. CoRR Ruicheng Ao, David Simchi-Levi, Xinshang Wang
2026	J	`jnl`	PPI-SVRG: Unifying Prediction-Powered Inference and Variance Reduction for Semi-Supervised Optimization. CoRR Ruicheng Ao, Hongyu Chen, Haoyang Liu, David Simchi-Levi, Will Wei Sun
2026	J	`jnl`	Partial Identification under Missing Data Using Weak Shadow Variables from Pretrained Models. CoRR Hongyu Chen, David Simchi-Levi, Ruoxuan Xiong
2026	J	`jnl`	Pricing Experimental Design: Causal Effect, Expected Revenue and Tail Risk. Manag. Sci. David Simchi-Levi, Chonghuan Wang
2026	J	`jnl`	ShapE-GRPO: Shapley-Enhanced Reward Allocation for Multi-Candidate LLM Training. CoRR Rui Ai, Yu Pan, David Simchi-Levi, Chonghuan Wang
2026	J	`jnl`	Solver-in-the-Loop: MDP-Based Benchmarks for Self-Correction and Behavioral Rationality in Operations Research. CoRR Ruicheng Ao, David Simchi-Levi, Xinshang Wang
2026	J	`jnl`	The Value of Information in Resource-Constrained Pricing. CoRR Ruicheng Ao, Jiashuo Jiang, David Simchi-Levi
2026	J	`jnl`	Utility Fairness in Contextual Dynamic Pricing with Demand Learning. Manag. Sci. Xi Chen, David Simchi-Levi, Yining Wang
2025	J	`jnl`	A Simple and Optimal Policy Design with Safety Against Heavy-Tailed Risk for Stochastic Bandits. Manag. Sci. David Simchi-Levi, Zeyu Zheng, Feng Zhu
2025	J	`jnl`	Assured Autonomy: How Operations Research Powers and Orchestrates Generative AI Systems. CoRR Tinglong Dai, David Simchi-Levi, Michelle Xiao Wu, Yao Xie
2025	J	`jnl`	Bayesian Mechanism Design for Blockchain Transaction Fee Allocation. Oper. Res. Xi Chen, David Simchi-Levi, Zishuo Zhao, Yuan Zhou
2025	J	`jnl`	Beyond Majority Voting: LLM Aggregation by Leveraging Higher-Order Information. CoRR Rui Ai, Yuqi Pan, David Simchi-Levi, Milind Tambe, Haifeng Xu
2025	J	`jnl`	Blind Network Revenue Management and Bandits with Knapsacks Under Limited Switches. Oper. Res. David Simchi-Levi, Yunzong Xu, Jinglong Zhao
2025	J	`jnl`	Constrained Online Decision-Making: A Unified Framework. CoRR Haichen Hu, David Simchi-Levi, Navid Azizan
2025	A*	`conf`	Contextual Online Decision Making with Infinite-Dimensional Functional Regression. ICML Haichen Hu, Rui Ai, Stephen Bates, David Simchi-Levi
2025	J	`jnl`	Contextual Online Decision Making with Infinite-Dimensional Functional Regression. CoRR Haichen Hu, Rui Ai, Stephen Bates, David Simchi-Levi
2025	J	`jnl`	Doubly Wild Refitting: Model-Free Evaluation of High Dimensional Black-Box Predictions under Convex Losses. CoRR Haichen Hu, David Simchi-Levi
2025	J	`jnl`	Efficient Cloud Server Deployment Under Demand Uncertainty. Manuf. Serv. Oper. Manag. Rui Peng Liu, Konstantina Mellou, Evelyn Xiao-Yue Gong, Beibin Li, Thomas Coffee, Jeevan Pathuri, David Simchi-Levi, Ishai Menache
2025	J	`jnl`	From Confounding to Learning: Dynamic Service Fee Pricing on Third-Party Platforms. CoRR Rui Ai, David Simchi-Levi, Feng Zhu
2025	J	`jnl`	GenAI vs. Human Creators: Procurement Mechanism Design in Two-/Three-Layer Markets. CoRR Rui Ai, David Simchi-Levi, Haifeng Xu
2025	J	`jnl`	Grand challenges in industrial and systems engineering. Int. J. Prod. Res. Waldemar Karwowski, Gavriel Salvendy, Laura A. Albert, Woo Chang Kim, Brian Denton, Maged Dessouky, Alexandre Dolgui, Vincent G. Duffy, Soundar R. T. Kumara, Jingshan Li, Azad M. Madni, Leon McGinnis, William Rouse, Jeff S. Shamma, Max Shen, David Simchi-Levi, Julie L. Swann, Manoj Kumar Tiwari
2025	J	`jnl`	Large Language Models for Supply Chain Decisions. CoRR David Simchi-Levi, Konstantina Mellou, Ishai Menache, Jeevan Pathuri
2025	J	`jnl`	Learning Mixed Multinomial Logits with Provable Guarantees and Its Applications in Multiproduct Pricing. Manag. Sci. Yiqun Hu, Limeng Liu, David Simchi-Levi, Zhenzhen Yan
2025	J	`jnl`	Learning to Price with Resource Constraints: From Full Information to Machine-Learned Prices. CoRR Ruicheng Ao, Jiashuo Jiang, David Simchi-Levi
2025	J	`jnl`	Model-Free Nonstationary Reinforcement Learning: Near-Optimal Regret and Applications in Multiagent Reinforcement Learning and Inventory Control. Manag. Sci. Weichao Mao, Kaiqing Zhang, Ruihao Zhu, David Simchi-Levi, Tamer Basar
2025	J	`jnl`	Multi-agent Adaptive Mechanism Design. CoRR Qiushi Han, David Simchi-Levi, Renfei Tan, Zishuo Zhao
2025	J	`jnl`	Multi-armed Bandit Experimental Design: Online Decision-Making and Adaptive Inference. Manag. Sci. David Simchi-Levi, Chonghuan Wang
2025	J	`jnl`	Near-Optimal Private Learning in Linear Contextual Bandits. CoRR Fan Chen, Jiachun Li, Alexander Rakhlin, David Simchi-Levi
2025	J	`jnl`	On Greedy-Like Policies in Online Matching with Reusable Network Resources and Decaying Rewards. Manag. Sci. David Simchi-Levi, Zeyu Zheng, Feng Zhu
2025	J	`jnl`	Optimizing LLM Inference: Fluid-Guided Online Scheduling with Memory Constraints. CoRR Ruicheng Ao, Gan Luo, David Simchi-Levi, Xinshang Wang
2025	J	`jnl`	Pre-Trained AI Model Assisted Online Decision-Making under Missing Covariates: A Theoretical Perspective. CoRR Haichen Hu, David Simchi-Levi
2025	J	`jnl`	Solve Smart, Not Often: Policy Learning for Costly MILP Re-solving. CoRR Rui Ai, Hugo de Oliveira Barbalho, Sirui Li, Alexei Robsky, David Simchi-Levi, Ishai Menache
2025	J	`jnl`	Stress tests for supply chains: towards resilience and viability. Int. J. Prod. Res. Alexandre Dolgui, Dmitry A. Ivanov, David Simchi-Levi
2025	J	`jnl`	Technical Note - Online Matching with Bayesian Rewards. Oper. Res. David Simchi-Levi, Rui Sun, Xinshang Wang
2025	J	`jnl`	Wild Refitting for Model-Free Excess Risk Evaluation of Opaque Machine Learning Models under Bregman Loss. CoRR Haichen Hu, David Simchi-Levi
2024	J	`jnl`	2023 Information Systems Best AE Award: Manag. Sci. David Simchi-Levi
2024	J	`jnl`	Assortment Planning for Recommendations at Checkout Under Inventory Constraints. Math. Oper. Res. Xi Chen, Will Ma, David Simchi-Levi, Linwei Xin
2024	J	`jnl`	Calibrating Sales Forecasts in a Pandemic Using Competitive Online Nonparametric Regression. Manag. Sci. David Simchi-Levi, Rui Sun, Michelle Xiao Wu, Ruihao Zhu
2024	J	`jnl`	Differentially Private Estimation of CATE in Adaptive Experiment. CoRR Jiachun Li, Kaining Shi, David Simchi-Levi
2024	A*	`conf`	Dynamic Service Fee Pricing under Strategic Behavior: Actions as Instruments and Phase Transition. NeurIPS Rui Ai, David Simchi-Levi, Feng Zhu
2024	J	`jnl`	Experimenting on Markov Decision Processes with Local Treatments. CoRR Shuze Chen, David Simchi-Levi, Chonghuan Wang
2024	A*	`conf`	Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff. NeurIPS Jian Qian, Haichen Hu, David Simchi-Levi
2024	J	`jnl`	Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff. CoRR Jian Qian, Haichen Hu, David Simchi-Levi
2024	J	`jnl`	On the Optimal Regret of Locally Private Linear Contextual Bandit. CoRR Jiachun Li, David Simchi-Levi, Yining Wang
2024	J	`jnl`	Online Local False Discovery Rate Control: A Resource Allocation Approach. CoRR Ruicheng Ao, Hongyu Chen, David Simchi-Levi, Feng Zhu
2024	J	`jnl`	Prediction-Guided Active Experiments. CoRR Ruicheng Ao, Hongyu Chen, David Simchi-Levi
2024	A*	`conf`	Privacy Preserving Adaptive Experiment Design. ICML Jiachun Li, Kaining Shi, David Simchi-Levi
2024	J	`jnl`	The Power of Adaptivity in Experimental Design. CoRR Jiachun Li, David Simchi-Levi, Yunxiao Zhao
2023	J	`jnl`	2023 MSOM Society Best AE Award: Manag. Sci. David Simchi-Levi
2023	J	`jnl`	Design and Analysis of Switchback Experiments. Manag. Sci. Iavor Bojinov, David Simchi-Levi, Jinglong Zhao
2023	J	`jnl`	Estimating and Exploiting the Impact of Photo Layout: A Structural Approach. Manag. Sci. Hanwei Li, David Simchi-Levi, Michelle Xiao Wu, Weiming Zhu
2023	J	`jnl`	From the Editor - January 2023. Manag. Sci. David Simchi-Levi
2023	J	`jnl`	From the Editor: Reflections on the Last Six Years as Editor-in-Chief of Manag. Sci. David Simchi-Levi
2023	A	`conf`	Multi-armed Bandit Experimental Design: Online Decision-making and Adaptive Inference. AISTATS David Simchi-Levi, Chonghuan Wang
2023	A*	`conf`	Non-stationary Experimental Design under Linear Trends. NeurIPS David Simchi-Levi, Chonghuan Wang, Zeyu Zheng
2023	J	`jnl`	Nonstationary Reinforcement Learning: The Blessing of (More) Optimism. Manag. Sci. Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu
2023	J	`jnl`	Offline Pricing and Demand Learning with Censored Data. Manag. Sci. Jinzhi Bu, David Simchi-Levi, Li Wang
2023	J	`jnl`	Phase Transitions in Bandits with Switching Constraints. Manag. Sci. David Simchi-Levi, Yunzong Xu
2023	A*	`conf`	Pricing Experimental Design: Causal Effect, Expected Revenue and Tail Risk. ICML David Simchi-Levi, Chonghuan Wang
2023	J	`jnl`	Regret Distribution in Stochastic Bandits: Optimal Trade-off between Expectation and Tail Risk. CoRR David Simchi-Levi, Zeyu Zheng, Feng Zhu
2023	A*	`conf`	Stochastic Multi-armed Bandits: Optimal Trade-off among Optimality, Consistency, and Tail Risk. NeurIPS David Simchi-Levi, Zeyu Zheng, Feng Zhu
2023	J	`jnl`	Utility Fairness in Contextual Dynamic Pricing with Demand Learning. CoRR Xi Chen, David Simchi-Levi, Yining Wang
2022	J	`jnl`	A New Approach for Vehicle Routing with Stochastic Demand: Combining Route Assignment with Process Flexibility. Oper. Res. Kirby Ledvina, Hanzhang Qin, David Simchi-Levi, Yehua Wei
2022	A*	`conf`	A Simple and Optimal Policy Design for Online Learning with Safety against Heavy-tailed Risk. NeurIPS David Simchi-Levi, Zeyu Zheng, Feng Zhu
2022	J	`jnl`	A Simple and Optimal Policy Design for Online Learning with Safety against Heavy-tailed Risk. CoRR David Simchi-Levi, Zeyu Zheng, Feng Zhu
2022	J	`jnl`	A Statistical Learning Approach to Personalization in Revenue Management. Manag. Sci. Xi Chen, Zachary Owen, Clark Pixton, David Simchi-Levi
2022	J	`jnl`	Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits Under Realizability. Math. Oper. Res. David Simchi-Levi, Yunzong Xu
2022	—	`conf`	Constructing Demand Curves from a Single Observation of Bundle Sales. WINE Will Ma, David Simchi-Levi
2022	A*	`conf`	Context-Based Dynamic Pricing with Partially Linear Demand Model. NeurIPS Jinzhi Bu, David Simchi-Levi, Chonghuan Wang
2022	J	`jnl`	Data-Driven Approximation Schemes for Joint Pricing and Inventory Control Models. Manag. Sci. Hanzhang Qin, David Simchi-Levi, Li Wang
2022	J	`jnl`	Distributionally Robust Linear and Discrete Optimization with Marginals. Oper. Res. Louis Chen, Will Ma, Karthik Natarajan, David Simchi-Levi, Zhenzhen Yan
2022	J	`jnl`	Dynamic Pricing and Inventory Control with Fixed Ordering Cost and Incomplete Demand Information. Manag. Sci. Boxiao Chen, David Simchi-Levi, Yining Wang, Yuan Zhou
2022	J	`jnl`	From the Editor. Manag. Sci. David Simchi-Levi
2022	J	`jnl`	Hedging the Drift: Learning to Optimize Under Nonstationarity. Manag. Sci. Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu
2022	J	`jnl`	Inventory Balancing with Online Learning. Manag. Sci. Wang Chi Cheung, Will Ma, David Simchi-Levi, Xinshang Wang
2022	A*	`conf`	Learning Mixed Multinomial Logits with Provable Guarantees. NeurIPS Yiqun Hu, David Simchi-Levi, Zhenzhen Yan
2022	J	`jnl`	Meta Dynamic Pricing: Transfer Learning Across Experiments. Manag. Sci. Hamsa Bastani, David Simchi-Levi, Ruihao Zhu
2022	A*	`conf`	Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation. COLT Dylan J. Foster, Akshay Krishnamurthy, David Simchi-Levi, Yunzong Xu
2022	J	`jnl`	Online Assortment Optimization with Reusable Resources. Manag. Sci. Xiao-Yue Gong, Vineet Goyal, Garud N. Iyengar, David Simchi-Levi, Rajan Udwani, Shuangyu Wang
2022	J	`jnl`	Online Learning and Optimization for Revenue Management Problems with Add-on Discounts. Manag. Sci. David Simchi-Levi, Rui Sun, Huanan Zhang
2022	J	`jnl`	Online Pricing with Offline Data: Phase Transition and Inverse Square Law. Manag. Sci. Jinzhi Bu, David Simchi-Levi, Yunzong Xu
2022	J	`jnl`	Privacy-Preserving Dynamic Personalized Pricing with Demand Learning. Manag. Sci. Xi Chen, David Simchi-Levi, Yining Wang
2022	A	`conf`	Sobolev Norm Learning Rates for Conditional Mean Embeddings. AISTATS Prem Talwai, Ali Shameli, David Simchi-Levi
2021	A*	`conf`	Dynamic Planning and Learning under Recovering Rewards. ICML David Simchi-Levi, Zeyu Zheng, Feng Zhu
2021	J	`jnl`	Dynamic Planning and Learning under Recovering Rewards. CoRR David Simchi-Levi, Zeyu Zheng, Feng Zhu
2021	J	`jnl`	Dynamic Pricing (and Assortment) Under a Static Calendar. Manag. Sci. Will Ma, David Simchi-Levi, Jinglong Zhao
2021	J	`jnl`	Dynamic Pricing and Demand Learning on a Large Network of Products: A PAC-Bayesian Approach. CoRR Bora Keskin, David Simchi-Levi, Prem Talwai
2021	J	`jnl`	From the Editor. Manag. Sci. David Simchi-Levi
2021	A*	`conf`	Instance-Dependent Complexity of Contextual Bandits and Reinforcement Learning: A Disagreement-Based Perspective. COLT Dylan J. Foster, Alexander Rakhlin, David Simchi-Levi, Yunzong Xu
2021	J	`jnl`	Introduction to the Special Section: Manag. Sci. David Simchi-Levi
2021	J	`jnl`	Multimodal Dynamic Pricing. Manag. Sci. Yining Wang, Boxiao Chen, David Simchi-Levi
2021	A*	`conf`	Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs. ICML Weichao Mao, Kaiqing Zhang, Ruihao Zhu, David Simchi-Levi, Tamer Basar
2021	J	`jnl`	Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation. CoRR Dylan J. Foster, Akshay Krishnamurthy, David Simchi-Levi, Yunzong Xu
2021	J	`jnl`	On Policies for Single-Leg Revenue Management with Limited Demand Information. Oper. Res. Will Ma, David Simchi-Levi, Chung-Piaw Teo
2021	A	`conf`	Reaping the Benefits of Bundling under High Production Costs. AISTATS Will Ma, David Simchi-Levi
2021	J	`jnl`	Shrinking the Upper Confidence Bound: A Dynamic Product Selection Problem for Urban Warehouses. Manag. Sci. Rong Jin, David Simchi-Levi, Li Wang, Xinshang Wang, Sen Yang
2021	J	`jnl`	Sobolev Norm Learning Rates for Conditional Mean Embeddings. CoRR Prem Talwai, Ali Shameli, David Simchi-Levi
2020	J	`jnl`	Algorithms for Online Matching, Assortment, and Pricing with Tight Weight-Dependent Competitive Ratios. Oper. Res. Will Ma, David Simchi-Levi
2020	J	`jnl`	Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits under Realizability. CoRR David Simchi-Levi, Yunzong Xu
2020	—	`conf`	Distributionally Robust Max Flows. SOSA Louis L. Chen, Will Ma, James B. Orlin, David Simchi-Levi
2020	J	`jnl`	From the Editor. Manag. Sci. David Simchi-Levi
2020	J	`jnl`	From the Editor: Diversity, Equity, and Inclusion in Manag. Sci. David Simchi-Levi
2020	J	`jnl`	Instance-Dependent Complexity of Contextual Bandits and Reinforcement Learning: A Disagreement-Based Perspective. CoRR Dylan J. Foster, Alexander Rakhlin, David Simchi-Levi, Yunzong Xu
2020	J	`jnl`	Near-Optimal Regret Bounds for Model-Free RL in Non-Stationary Episodic MDPs. CoRR Weichao Mao, Kaiqing Zhang, Ruihao Zhu, David Simchi-Levi, Tamer Basar
2020	J	`jnl`	Online Learning and Optimization for Revenue Management Problems with Add-on Discounts. CoRR David Simchi-Levi, Rui Sun, Huanan Zhang
2020	A*	`conf`	Online Pricing with Offline Data: Phase Transition and Inverse Square Law. ICML Jinzhi Bu, David Simchi-Levi, Yunzong Xu
2020	J	`jnl`	Privacy-Preserving Dynamic Personalized Pricing with Demand Learning. CoRR Xi Chen, David Simchi-Levi, Yining Wang
2020	J	`jnl`	Provably More Efficient Q-Learning in the Full-Feedback/One-Sided-Feedback Settings. CoRR Xiao-Yue Gong, David Simchi-Levi
2020	A*	`conf`	Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism. ICML Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu
2020	J	`jnl`	Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism. CoRR Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu
2019	J	`jnl`	A Competitive Analysis of Online Knapsack Problems with Unit Density. CoRR Will Ma, David Simchi-Levi, Jinglong Zhao
2019	J	`jnl`	Algorithms for Online Matching, Assortment, and Pricing with Tight Weight-dependent Competitive Ratios. CoRR Will Ma, David Simchi-Levi
2019	J	`jnl`	Conservative Exploration for Semi-Bandits with Linear Generalization: A Product Selection Problem for Urban Warehouses. CoRR Rong Jin, David Simchi-Levi, Li Wang, Xinshang Wang, Sen Yang
2019	J	`jnl`	Constraint Generation for Two-Stage Robust Network Flow Problems. INFORMS J. Optim. David Simchi-Levi, He Wang, Yehua Wei
2019	J	`jnl`	Designing Response Supply Chain Against Bioattacks. Oper. Res. David Simchi-Levi, Nikolaos Trichakis, Peter Yun Zhang
2019	J	`jnl`	Disruption Risk Mitigation in Supply Chains: The Risk Exposure Index Revisited. Oper. Res. Sarah Yini Gao, David Simchi-Levi, Chung-Piaw Teo, Zhenzhen Yan
2019	J	`jnl`	Drivers of Product Expiration in Consumer Packaged Goods Retailing. Manag. Sci. Arzum Akkas, Vishal Gaur, David Simchi-Levi
2019	J	`jnl`	Dynamic Learning and Pricing with Model Misspecification. Manag. Sci. Mila Nambiar, David Simchi-Levi, He Wang
2019	J	`jnl`	From the Editor. Manag. Sci. David Simchi-Levi
2019	J	`jnl`	Hedging the Drift: Learning to Optimize under Non-Stationarity. CoRR Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu
2019	A	`conf`	Learning to Optimize under Non-Stationarity. AISTATS Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu
2019	J	`jnl`	Meta Dynamic Pricing: Learning Across Experiments. CoRR Hamsa Bastani, David Simchi-Levi, Ruihao Zhu
2019	J	`jnl`	Multi-stage and Multi-customer Assortment Optimization with Inventory Constraints. CoRR Elaheh Fata, Will Ma, David Simchi-Levi
2019	J	`jnl`	Network Revenue Management with Limited Switches: Known and Unknown Demand Distributions. CoRR David Simchi-Levi, Yunzong Xu, Jinglong Zhao
2019	J	`jnl`	Online Pricing with Offline Data: Phase Transition and Inverse Square Law. CoRR Jinzhi Bu, David Simchi-Levi, Yunzong Xu
2019	A*	`conf`	Phase Transitions and Cyclic Phenomena in Bandits with Switching Constraints. NeurIPS David Simchi-Levi, Yunzong Xu
2019	J	`jnl`	Phase Transitions and Cyclic Phenomena in Bandits with Switching Constraints. CoRR David Simchi-Levi, Yunzong Xu
2019	J	`jnl`	Reinforcement Learning under Drift. CoRR Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu
2019	J	`jnl`	Sampling-Based Approximation Schemes for Capacitated Stochastic Inventory Control Models. Math. Oper. Res. Wang Chi Cheung, David Simchi-Levi
2019	J	`jnl`	The Lingering of Gradients: How to Reuse Gradients over Time. CoRR Zeyuan Allen-Zhu, David Simchi-Levi, Xinshang Wang
2019	A*	`conf`	Tight Weight-dependent Competitive Ratios for Online Edge-weighted Bipartite Matching and Beyond. EC Will Ma, David Simchi-Levi
2018	J	`jnl`	Dynamic Pricing under a Static Calendar. CoRR Will Ma, David Simchi-Levi, Jinglong Zhao
2018	J	`jnl`	From the Editor. Manag. Sci. David Simchi-Levi
2018	J	`jnl`	Inventory Balancing with Online Learning. CoRR Wang Chi Cheung, Will Ma, David Simchi-Levi, Xinshang Wang
2018	J	`jnl`	Learning to Optimize under Non-Stationarity. CoRR Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu
2018	J	`jnl`	On Policies for Single-leg Revenue Management with Limited Demand Information. CoRR Will Ma, David Simchi-Levi, Chung-Piaw Teo
2018	J	`jnl`	Online Network Revenue Management Using Thompson Sampling. Oper. Res. Kris Johnson Ferreira, David Simchi-Levi, He Wang
2018	J	`jnl`	Powering retailers' digitization through analytics and automation. Int. J. Prod. Res. David Simchi-Levi, Michelle Xiao Wu
2018	J	`jnl`	Reengineering Manag. Sci. David Simchi-Levi
2018	A*	`conf`	The Lingering of Gradients: How to Reuse Gradients Over Time. NeurIPS Zeyuan Allen-Zhu, David Simchi-Levi, Xinshang Wang
2017	A*	`conf`	A Practically Competitive and Provably Consistent Algorithm for Uplift Modeling. ICDM Yan Zhao, Xiao Fang, David Simchi-Levi
2017	J	`jnl`	A Practically Competitive and Provably Consistent Algorithm for Uplift Modeling. CoRR Yan Zhao, Xiao Fang, David Simchi-Levi
2017	J	`jnl`	Assortment Optimization under Unknown MultiNomial Logit Choice Models. CoRR Wang Chi Cheung, David Simchi-Levi
2017	J	`jnl`	Editorial Statement - Operations Management. Manag. Sci. Charles J. Corbett, Vishal Gaur, David Simchi-Levi, Terry A. Taylor
2017	J	`jnl`	Technical Note - Dynamic Pricing and Demand Learning with Limited Price Experimentation. Oper. Res. Wang Chi Cheung, David Simchi-Levi, He Wang
2017	A	`conf`	Uplift Modeling with Multiple Treatments and General Response Types. SDM Yan Zhao, Xiao Fang, David Simchi-Levi
2017	J	`jnl`	Uplift Modeling with Multiple Treatments and General Response Types. CoRR Yan Zhao, Xiao Fang, David Simchi-Levi
2016	J	`jnl`	Analytics for an Online Retailer: Demand Forecasting and Price Optimization. Manuf. Serv. Oper. Manag. Kris Johnson Ferreira, Bin Hong Alex Lee, David Simchi-Levi
2016	J	`jnl`	Analyzing process flexibility: A distribution-free approach with partial expectations. Oper. Res. Lett. Hoda Bidkhori, David Simchi-Levi, Yehua Wei
2015	J	`jnl`	Identifying Risks and Mitigating Disruptions in the Automotive Supply Chain. Interfaces David Simchi-Levi, William Schmidt, Yehua Wei, Peter Yun Zhang, Keith Combs, Yao Ge, Oleg Gusikhin, Michael Sanders, Don Zhang
2015	J	`jnl`	Reaping the Benefits of Bundling under High Production Costs. CoRR Will Ma, David Simchi-Levi
2015	J	`jnl`	Worst-Case Analysis of Process Flexibility Designs. Oper. Res. David Simchi-Levi, Yehua Wei
2014	J	`jnl`	Analyzing Scrip Systems. Oper. Res. Kris Johnson, David Simchi-Levi, Peng Sun
2014	J	`jnl`	Fully Polynomial Time Approximation Schemes for Stochastic Dynamic Programs. SIAM J. Discret. Math. Nir Halman, Diego Klabjan, Chung-Lun Li, James B. Orlin, David Simchi-Levi
2014	J	`jnl`	OM Forum - OM Research: From Problem-Driven to Data-Driven Research. Manuf. Serv. Oper. Manag. David Simchi-Levi
2013	J	`jnl`	A Game-Theoretic Model of International Influenza Vaccination Coordination. Manag. Sci. Hamed Mamani, Stephen E. Chick, David Simchi-Levi
2012	J	`jnl`	Approximating the Nonlinear Newsvendor and Single-Item Stochastic Lot-Sizing Problems When Data Is Given by an Oracle. Oper. Res. Nir Halman, James B. Orlin, David Simchi-Levi
2012	J	`jnl`	Optimal Market-Making with Risk Aversion. Oper. Res. Kan Huang, David Simchi-Levi, Miao Song
2012	J	`jnl`	Optimal static pricing for a tree network. Ann. Oper. Res. Felipe Caro, David Simchi-Levi
2012	J	`jnl`	Performance Evaluation of Stochastic Multi-Echelon Inventory Systems: A Survey. Adv. Oper. Res. David Simchi-Levi, Yao Zhao
2012	J	`jnl`	Understanding the Performance of the Long Chain and Sparse Designs in Process Flexibility. Oper. Res. David Simchi-Levi, Yehua Wei
2011	J	`jnl`	From the Editor: Reflections on the Last Six Years. Oper. Res. David Simchi-Levi
2011	J	`jnl`	Introduction to "Little's Law as Viewed on Its 50th Anniversary". Oper. Res. David Simchi-Levi, Michael A. Trick
2011	J	`jnl`	Sourcing Flexibility, Spot Trading, and Procurement Contract Structure. Oper. Res. Pamela Pen-Erh Pei, David Simchi-Levi, Tunay I. Tunca
2011	J	`jnl`	Stock repurchase with an adaptive reservation price: A study of the greedy policy. Oper. Res. Lett. Ye Lu, Asuman E. Ozdaglar, David Simchi-Levi
2010	J	`jnl`	Multiship Crane Sequencing with Yard Congestion Constraints. Transp. Sci. Shawn Choo, Diego Klabjan, David Simchi-Levi
2009	J	`jnl`	A Fully Polynomial-Time Approximation Scheme for Single-Item Stochastic Inventory Control with Discrete Demand. Math. Oper. Res. Nir Halman, Diego Klabjan, Mohamed Mostagir, James B. Orlin, David Simchi-Levi
2009	J	`jnl`	Competition in the Supply Option Market. Oper. Res. Víctor Martínez-de-Albéniz, David Simchi-Levi
2009	J	`jnl`	From the Editor. Oper. Res. David Simchi-Levi
2009	J	`jnl`	Fully polynomial-time approximation schemes for time-cost tradeoff problems in series-parallel project networks. Oper. Res. Lett. Nir Halman, Chung-Lun Li, David Simchi-Levi
2008	J	`jnl`	From the Editor. Oper. Res. David Simchi-Levi
2008	—	`conf`	Fully Polynomial Time Approximation Schemes for Time-Cost Tradeoff Problems in Series-Parallel Project Networks. APPROX-RANDOM Nir Halman, Chung-Lun Li, David Simchi-Levi
2008	A*	`conf`	Fully polynomial time approximation schemes for stochastic dynamic programs. SODA Nir Halman, Diego Klabjan, Chung-Lun Li, James B. Orlin, David Simchi-Levi
2008	J	`jnl`	Policies utilizing tactical inventory for service-differentiated customers. Oper. Res. Lett. Serhan Duran, Tieming Liu, David Simchi-Levi, Julie L. Swann
2008	J	`jnl`	Supply Chain Coordination and Influenza Vaccination. Oper. Res. Stephen E. Chick, Hamed Mamani, David Simchi-Levi
2007	J	`jnl`	From the Editor Oper. Res. David Simchi-Levi
2007	J	`jnl`	Risk Aversion in Inventory Management. Oper. Res. Xin Chen, Melvyn Sim, David Simchi-Levi, Peng Sun
2006	J	`jnl`	Coordinating inventory control and pricing strategies: The continuous review model. Oper. Res. Lett. Xin Chen, David Simchi-Levi
2006	J	`jnl`	From the Editor. Oper. Res. David Simchi-Levi
2006	J	`jnl`	Inventory placement in acyclic supply chain networks. Oper. Res. Lett. Thomas L. Magnanti, Zuo-Jun Max Shen, Jia Shu, David Simchi-Levi, Chung-Piaw Teo
2006	J	`jnl`	On the Asymptotic Optimality of a Simple On-Line Algorithm for the Stochastic Single-Machine Weighted Completion Time Problem and Its Extensions. Oper. Res. Mabel C. Chou, Hui Liu, Maurice Queyranne, David Simchi-Levi
2006	J	`jnl`	Performance Analysis and Evaluation of Assemble-to-Order Systems with Stochastic Sequential Lead Times. Oper. Res. Yao Zhao, David Simchi-Levi
2006	J	`jnl`	Pricing, Production, and Inventory Policies for Manufacturing with Stochastic Demand and Discretionary Sales. Manuf. Serv. Oper. Manag. Lap Mui Ann Chan, David Simchi-Levi, Julie L. Swann
2006	J	`jnl`	The asymptotic performance ratio of an on-line algorithm for uniform parallel machine scheduling with release dates. Math. Program. Mabel C. Chou, Maurice Queyranne, David Simchi-Levi
2005	J	`jnl`	Dispatching vehicles in a mega container terminal. OR Spectr. Ebru K. Bish, Frank Y. Chen, Yin Thin Leong, Barry L. Nelson, Jonathan Wing Cheong Ng, David Simchi-Levi
2005	J	`jnl`	Dynamic Pricing and the Direct-to-Customer Model in the Automotive Industry. Electron. Commer. Res. Stephan R. Biller, Lap Mui Ann Chan, David Simchi-Levi, Julie L. Swann
2005	J	`jnl`	Safety Stock Positioning in Supply Chains with Stochastic Lead Times. Manuf. Serv. Oper. Manag. David Simchi-Levi, Yao Zhao
2004	J	`jnl`	A General Decomposition Algorithm for Parallel Queues with Correlated Arrivals. Queueing Syst. Theory Appl. Seyed M. R. Iravani, K. Louis Luangkesorn, David Simchi-Levi
2004	J	`jnl`	Coordinating Inventory Control and Pricing Strategies with Random Demand and Fixed Ordering Cost: The Finite Horizon Case. Oper. Res. Xin Chen, David Simchi-Levi
2004	J	`jnl`	Coordinating Inventory Control and Pricing Strategies with Random Demand and Fixed Ordering Cost: The Infinite Horizon Case. Math. Oper. Res. Xin Chen, David Simchi-Levi
2003	—	`ch.`	Networks and Flows. Handbook of Graph Theory Clifford Stein, Lisa Fleischer, Douglas R. Shier, Prakash Mirchandani, David Simchi-Levi
2003	—	`ch.`	Supply Chain Design and Planning - Applications of Optimization Techniques for Strategic and Tactical Models. Supply Chain Management Ana Muriel, David Simchi-Levi
2002	J	`jnl`	Effective Zero-Inventory-Ordering Policies for the Single-Warehouse Multiretailer Problem with Piecewise Linear Cost Structures. Manag. Sci. Lap Mui Ann Chan, Ana Muriel, Zuo-Jun Max Shen, David Simchi-Levi, Chung-Piaw Teo
2002	J	`jnl`	On the Effectiveness of Zero-Inventory-Ordering Policies for the Economic Lot-Sizing Model with a Class of Piecewise Linear Cost Structures. Oper. Res. Lap Mui Ann Chan, Ana Muriel, Zuo-Jun Max Shen, David Simchi-Levi
2002	—	`ch.`	Set-Covering-Based Algorithms for the Capacitated VRP. The Vehicle Routing Problem Julien Bramel, David Simchi-Levi
2002	J	`jnl`	The Value of Information Sharing in a Two-Stage Supply Chain with Production Capacity Constraints: The Infinite Horizon Case. Manuf. Serv. Oper. Manag. Yao Zhao, David Simchi-Levi
2002	J	`jnl`	Uniform distribution of inventory positions in two-echelon periodic review systems with batch-ordering policies and interdependent demands. Eur. J. Oper. Res. Frank Y. Chen, Youyi Feng, David Simchi-Levi
2001	J	`jnl`	Asymptotic analysis of an on-line algorithm for the single machine completion time problem with release dates. Oper. Res. Lett. Philip M. Kaminsky, David Simchi-Levi
2001	J	`jnl`	The Asymptotic Optimality of the SPT Rule for the Flow Shop Mean Completion Time Problem. Oper. Res. Philip M. Kaminsky, David Simchi-Levi
2001	B	`conf`	The Asymptotic Performance Ratio of an On-Line Algorithm for Uniform Parallel Machine Scheduling with Release Dates. IPCO Cheng-Feng Mabel Chou, Maurice Queyranne, David Simchi-Levi
1999	—	`ch.`	Discrete Optimization. Handbook of Discrete and Combinatorial Mathematics Beth Novick, S. Louis Hakimi, Sunil Chopra, David Simchi-Levi, Salah E. Elmaghraby, Michael Mesterton-Gibbons, Joseph R. Barr
1999	—	`ch.`	Networks And Flows. Handbook of Discrete and Combinatorial Mathematics James B. Orlin, Ravindra K. Ahuja, David Simchi-Levi, Sunil Chopra, Bruce L. Golden, B. K. Kaku
1998	J	`jnl`	Parallel Machine Scheduling, Linear Programming, and Parameter List Scheduling Heuristics. Oper. Res. Lap Mui Ann Chan, Ana Muriel, David Simchi-Levi
1998	J	`jnl`	Probabilistic Analyses and Practical Algorithms for Inventory-Routing Models. Oper. Res. Lap Mui Ann Chan, Awi Federgruen, David Simchi-Levi
1998	J	`jnl`	Probabilistic Analysis and Practical Algorithms for the Flow Shop Weighted Completion Time Problem. Oper. Res. Philip M. Kaminsky, David Simchi-Levi
1998	J	`jnl`	Worst-case analyses, linear programming and the bin-packing problem. Math. Program. Lap Mui Ann Chan, David Simchi-Levi, Julien Bramel
1997	J	`jnl`	On the Effectiveness of Set Covering Formulations for the Vehicle Routing Problem with Time Windows. Oper. Res. Julien Bramel, David Simchi-Levi
1996	J	`jnl`	A New Generation of Vehicle Routing Research: Robust Algorithms, Addressing Uncertainty. Oper. Res. Dimitris J. Bertsimas, David Simchi-Levi
1996	J	`jnl`	Probabilistic Analyses and Practical Algorithms for the Vehicle Routing Problem with Time Windows. Oper. Res. Julien Bramel, David Simchi-Levi
1996	J	`jnl`	Single Resource Multi-Item Inventory Systems. Oper. Res. Guillermo Gallego, Maurice Queyranne, David Simchi-Levi
1995	J	`jnl`	A Location Based Heuristic for General Routing Problems. Oper. Res. Julien Bramel, David Simchi-Levi
1995	J	`jnl`	Routing in a linear lightwave network. IEEE/ACM Trans. Netw. Krishna Bala, Thomas E. Stern, David Simchi-Levi, Kavita Bala
1994	J	`jnl`	Worst-Case Analysis of Heuristics for the Bin Packing Problem with General Cost Structures. Oper. Res. Shoshana Anily, Julien Bramel, David Simchi-Levi
1993	J	`jnl`	A Probabilistic Analysis of Tour Partitioning Heuristics for the Capacitated Vehicle Routing Problem with Unsplit Demands. Math. Oper. Res. Daniel Bienstock, Julien Bramel, David Simchi-Levi
1993	J	`jnl`	A note on the prize collecting traveling salesman problem. Math. Program. Daniel Bienstock, Michel X. Goemans, David Simchi-Levi, David P. Williamson
1992	J	`jnl`	Analysis of heuristics for the design of tree networks. Ann. Oper. Res. Bezalel Gavish, Chung-Lun Li, David Simchi-Levi
1992	J	`jnl`	Asymptotic behavior of the Weber location problem on the plane. Ann. Oper. Res. Zvi Drezner, David Simchi-Levi
1992	J	`jnl`	Finding disjoint paths with different path-costs: Complexity and algorithms. Networks Chung-Lun Li, S. Thomas McCormick, David Simchi-Levi
1992	J	`jnl`	Light traffic heuristic for an Ann. Oper. Res. Karl Sigman, David Simchi-Levi
1992	J	`jnl`	On the Distance Constrained Vehicle Routing Problem. Oper. Res. Chung-Lun Li, David Simchi-Levi, Martin Desrochers
1992	J	`jnl`	On the minimum-cardinality-bounded-diameter and the bounded-cardinality-minimum-diameter edge addition problems. Oper. Res. Lett. Chung-Lun Li, S. Thomas McCormick, David Simchi-Levi
1992	J	`jnl`	Probabilistic Analysis of the Capacitated Vehicle Routing Problem with Unsplit Demands. Oper. Res. Julien Bramel, Edward G. Coffman Jr., Peter W. Shor, David Simchi-Levi
1992	J	`jnl`	The complexity of the staggering problem, and other classical inventory problems. Oper. Res. Lett. Guillermo Gallego, Dong Shaw, David Simchi-Levi
1992	J	`jnl`	The point-to-point delivery and connection problems: complexity and algorithms. Discret. Appl. Math. Chung-Lun Li, S. Thomas McCormick, David Simchi-Levi
1991	J	`jnl`	The Capacitated Traveling Salesman Location Problem. Transp. Sci. David Simchi-Levi
1990	J	`jnl`	Optimal locations and districts of two traveling salesmen on a tree. Networks David Simchi-Levi, Oded Berman
1990	J	`jnl`	Technical Note - Conditional Location Problems on Networks. Transp. Sci. Oded Berman, David Simchi-Levi
1990	J	`jnl`	The complexity of finding two disjoint paths with min-max objective function. Discret. Appl. Math. Chung-Lun Li, S. Thomas McCormick, David Simchi-Levi
1990	J	`jnl`	Worst-Case Analysis of Heuristics for Multidepot Capacitated Vehicle Routing Problems. INFORMS J. Comput. Chung-Lun Li, David Simchi-Levi
1989	J	`jnl`	The Traveling Salesman Location Problem on Stochastic Networks. Transp. Sci. Oded Berman, David Simchi-Levi
1988	J	`jnl`	A Heuristic Algorithm for the Traveling Salesman Location Problem on Networks. Oper. Res. David Simchi-Levi, Oded Berman
1988	J	`jnl`	Finding the Optimal a Priori Tour and Location of a Traveling Salesman with Nonhomogeneous Customers. Transp. Sci. Oded Berman, David Simchi-Levi
1988	J	`jnl`	The minimax multistop location problem on a tree. Networks Oded Berman, David Simchi-Levi, Arie Tamir
1986	J	`jnl`	Minisum location of a traveling salesman. Networks Oded Berman, David Simchi-Levi