Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDDavid Simchi-Levi
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2023
[j115]David Simchi-Levi
:
From the Editor - January 2023. Manag. Sci. 69(1): 1-6 (2023)- [j114]Jinzhi Bu, David Simchi-Levi, Li Wang:
Offline Pricing and Demand Learning with Censored Data. Manag. Sci. 69(2): 885-903 (2023) - [i32]David Simchi-Levi, Zeyu Zheng, Feng Zhu:
Regret Distribution in Stochastic Bandits: Optimal Trade-off between Expectation and Tail Risk. CoRR abs/2304.04341 (2023) - 2022
- [j113]Louis Chen, Will Ma, Karthik Natarajan, David Simchi-Levi, Zhenzhen Yan:
Distributionally Robust Linear and Discrete Optimization with Marginals. Oper. Res. 70(3): 1822-1834 (2022) - [j112]Kirby Ledvina, Hanzhang Qin, David Simchi-Levi, Yehua Wei:
A New Approach for Vehicle Routing with Stochastic Demand: Combining Route Assignment with Process Flexibility. Oper. Res. 70(5): 2655-2673 (2022) - [j111]David Simchi-Levi:
From the Editor. Manag. Sci. 68(1): 1-6 (2022) - [j110]Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu:
Hedging the Drift: Learning to Optimize Under Nonstationarity. Manag. Sci. 68(3): 1696-1713 (2022) - [j109]Wang Chi Cheung, Will Ma, David Simchi-Levi, Xinshang Wang:
Inventory Balancing with Online Learning. Manag. Sci. 68(3): 1776-1807 (2022) - [j108]Hamsa Bastani, David Simchi-Levi, Ruihao Zhu:
Meta Dynamic Pricing: Transfer Learning Across Experiments. Manag. Sci. 68(3): 1865-1881 (2022) - [j107]Xi Chen, Zachary Owen, Clark Pixton, David Simchi-Levi:
A Statistical Learning Approach to Personalization in Revenue Management. Manag. Sci. 68(3): 1923-1937 (2022) - [j106]Xiao-Yue Gong, Vineet Goyal, Garud N. Iyengar, David Simchi-Levi, Rajan Udwani, Shuangyu Wang:
Online Assortment Optimization with Reusable Resources. Manag. Sci. 68(7): 4772-4785 (2022) - [j105]Xi Chen, David Simchi-Levi, Yining Wang:
Privacy-Preserving Dynamic Personalized Pricing with Demand Learning. Manag. Sci. 68(7): 4878-4898 (2022) - [j104]Boxiao Chen, David Simchi-Levi, Yining Wang, Yuan Zhou:
Dynamic Pricing and Inventory Control with Fixed Ordering Cost and Incomplete Demand Information. Manag. Sci. 68(8): 5684-5703 (2022) - [j103]Hanzhang Qin, David Simchi-Levi, Li Wang:
Data-Driven Approximation Schemes for Joint Pricing and Inventory Control Models. Manag. Sci. 68(9): 6591-6609 (2022) - [j102]David Simchi-Levi, Rui Sun, Huanan Zhang:
Online Learning and Optimization for Revenue Management Problems with Add-on Discounts. Manag. Sci. 68(10): 7402-7421 (2022) - [j101]David Simchi-Levi, Yunzong Xu:
Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits Under Realizability. Math. Oper. Res. 47(3): 1904-1931 (2022) - [c22]Prem Talwai, Ali Shameli, David Simchi-Levi:
Sobolev Norm Learning Rates for Conditional Mean Embeddings. AISTATS 2022: 10422-10447 - [c21]Dylan J. Foster, Akshay Krishnamurthy, David Simchi-Levi, Yunzong Xu:
Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation. COLT 2022: 3489 - [c20]Jinzhi Bu, David Simchi-Levi, Chonghuan Wang:
Context-Based Dynamic Pricing with Partially Linear Demand Model. NeurIPS 2022 - [c19]Yiqun Hu, David Simchi-Levi, Zhenzhen Yan:
Learning Mixed Multinomial Logits with Provable Guarantees. NeurIPS 2022 - [c18]David Simchi-Levi, Zeyu Zheng, Feng Zhu:
A Simple and Optimal Policy Design for Online Learning with Safety against Heavy-tailed Risk. NeurIPS 2022 - [c17]Will Ma, David Simchi-Levi:
Constructing Demand Curves from a Single Observation of Bundle Sales. WINE 2022: 150-166 - [i31]David Simchi-Levi, Zeyu Zheng, Feng Zhu:
A Simple and Optimal Policy Design for Online Learning with Safety against Heavy-tailed Risk. CoRR abs/2206.02969 (2022) - 2021
- [j100]Will Ma, David Simchi-Levi, Chung-Piaw Teo:
On Policies for Single-Leg Revenue Management with Limited Demand Information. Oper. Res. 69(1): 207-226 (2021) - [j99]David Simchi-Levi:
From the Editor. Manag. Sci. 67(1): 1-5 (2021) - [j98]Will Ma, David Simchi-Levi, Jinglong Zhao:
Dynamic Pricing (and Assortment) Under a Static Calendar. Manag. Sci. 67(4): 2292-2313 (2021) - [j97]Rong Jin, David Simchi-Levi, Li Wang, Xinshang Wang, Sen Yang:
Shrinking the Upper Confidence Bound: A Dynamic Product Selection Problem for Urban Warehouses. Manag. Sci. 67(8): 4756-4771 (2021) - [j96]David Simchi-Levi:
Introduction to the Special Section: Management Science's 65th Anniversary. Manag. Sci. 67(9): 5305 (2021) - [j95]Wallace J. Hopp, David Simchi-Levi:
Management Science: The Legacy of the Past and Challenge of the Future. Manag. Sci. 67(9): 5306-5316 (2021) - [j94]Yining Wang, Boxiao Chen, David Simchi-Levi:
Multimodal Dynamic Pricing. Manag. Sci. 67(10): 6136-6152 (2021) - [c16]Will Ma, David Simchi-Levi:
Reaping the Benefits of Bundling under High Production Costs. AISTATS 2021: 1342-1350 - [c15]Dylan J. Foster, Alexander Rakhlin, David Simchi-Levi, Yunzong Xu:
Instance-Dependent Complexity of Contextual Bandits and Reinforcement Learning: A Disagreement-Based Perspective. COLT 2021: 2059 - [c14]Weichao Mao, Kaiqing Zhang, Ruihao Zhu, David Simchi-Levi, Tamer Basar:
Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs. ICML 2021: 7447-7458 - [c13]David Simchi-Levi, Zeyu Zheng, Feng Zhu:
Dynamic Planning and Learning under Recovering Rewards. ICML 2021: 9702-9711 - [i30]Prem Talwai, Ali Shameli, David Simchi-Levi:
Sobolev Norm Learning Rates for Conditional Mean Embeddings. CoRR abs/2105.07446 (2021) - [i29]David Simchi-Levi, Zeyu Zheng, Feng Zhu:
Dynamic Planning and Learning under Recovering Rewards. CoRR abs/2106.14813 (2021) - [i28]Bora Keskin, David Simchi-Levi, Prem Talwai:
Dynamic Pricing and Demand Learning on a Large Network of Products: A PAC-Bayesian Approach. CoRR abs/2111.00790 (2021) - [i27]Dylan J. Foster, Akshay Krishnamurthy, David Simchi-Levi, Yunzong Xu:
Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation. CoRR abs/2111.10919 (2021) - 2020
- [j93]Will Ma, David Simchi-Levi:
Algorithms for Online Matching, Assortment, and Pricing with Tight Weight-Dependent Competitive Ratios. Oper. Res. 68(6): 1787-1803 (2020) - [j92]David Simchi-Levi:
From the Editor. Manag. Sci. 66(1): 1-4 (2020) - [j91]David Simchi-Levi:
From the Editor: Diversity, Equity, and Inclusion in Management Science. Manag. Sci. 66(9): 3802 (2020) - [c12]Jinzhi Bu, David Simchi-Levi, Yunzong Xu:
Online Pricing with Offline Data: Phase Transition and Inverse Square Law. ICML 2020: 1202-1210 - [c11]Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu:
Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism. ICML 2020: 1843-1854 - [c10]Louis L. Chen, Will Ma, James B. Orlin, David Simchi-Levi:
Distributionally Robust Max Flows. SOSA 2020: 81-90 - [i26]David Simchi-Levi, Yunzong Xu:
Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits under Realizability. CoRR abs/2003.12699 (2020) - [i25]David Simchi-Levi, Rui Sun, Huanan Zhang:
Online Learning and Optimization for Revenue Management Problems with Add-on Discounts. CoRR abs/2005.00947 (2020) - [i24]Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu:
Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism. CoRR abs/2006.14389 (2020) - [i23]Xiao-Yue Gong, David Simchi-Levi:
Provably More Efficient Q-Learning in the Full-Feedback/One-Sided-Feedback Settings. CoRR abs/2007.00080 (2020) - [i22]Xi Chen, David Simchi-Levi, Yining Wang:
Privacy-Preserving Dynamic Personalized Pricing with Demand Learning. CoRR abs/2009.12920 (2020) - [i21]Dylan J. Foster, Alexander Rakhlin, David Simchi-Levi, Yunzong Xu:
Instance-Dependent Complexity of Contextual Bandits and Reinforcement Learning: A Disagreement-Based Perspective. CoRR abs/2010.03104 (2020) - [i20]Weichao Mao, Kaiqing Zhang, Ruihao Zhu, David Simchi-Levi, Tamer Basar:
Near-Optimal Regret Bounds for Model-Free RL in Non-Stationary Episodic MDPs. CoRR abs/2010.03161 (2020)
2010 – 2019
- 2019
- [j90]Sarah Yini Gao, David Simchi-Levi, Chung-Piaw Teo, Zhenzhen Yan:
Disruption Risk Mitigation in Supply Chains: The Risk Exposure Index Revisited. Oper. Res. 67(3): 831-852 (2019) - [j89]David Simchi-Levi, Nikolaos Trichakis, Peter Yun Zhang:
Designing Response Supply Chain Against Bioattacks. Oper. Res. 67(5): 1246-1268 (2019) - [j88]David Simchi-Levi:
From the Editor. Manag. Sci. 65(2): v-vi (2019) - [j87]Arzum Akkas, Vishal Gaur, David Simchi-Levi:
Drivers of Product Expiration in Consumer Packaged Goods Retailing. Manag. Sci. 65(5): 2179-2195 (2019) - [j86]Mila Nambiar, David Simchi-Levi, He Wang:
Dynamic Learning and Pricing with Model Misspecification. Manag. Sci. 65(11): 4980-5000 (2019) - [j85]Wang Chi Cheung, David Simchi-Levi:
Sampling-Based Approximation Schemes for Capacitated Stochastic Inventory Control Models. Math. Oper. Res. 44(2): 668-692 (2019) - [c9]Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu:
Learning to Optimize under Non-Stationarity. AISTATS 2019: 1079-1087 - [c8]Will Ma, David Simchi-Levi:
Tight Weight-dependent Competitive Ratios for Online Edge-weighted Bipartite Matching and Beyond. EC 2019: 727-728 - [c7]David Simchi-Levi, Yunzong Xu:
Phase Transitions and Cyclic Phenomena in Bandits with Switching Constraints. NeurIPS 2019: 7521-7530 - [i19]Zeyuan Allen-Zhu, David Simchi-Levi, Xinshang Wang:
The Lingering of Gradients: How to Reuse Gradients over Time. CoRR abs/1901.02871 (2019) - [i18]Hamsa Bastani, David Simchi-Levi, Ruihao Zhu:
Meta Dynamic Pricing: Learning Across Experiments. CoRR abs/1902.10918 (2019) - [i17]Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu:
Hedging the Drift: Learning to Optimize under Non-Stationarity. CoRR abs/1903.01461 (2019) - [i16]Rong Jin, David Simchi-Levi, Li Wang, Xinshang Wang, Sen Yang:
Conservative Exploration for Semi-Bandits with Linear Generalization: A Product Selection Problem for Urban Warehouses. CoRR abs/1903.07844 (2019) - [i15]Will Ma, David Simchi-Levi:
Algorithms for Online Matching, Assortment, and Pricing with Tight Weight-dependent Competitive Ratios. CoRR abs/1905.04770 (2019) - [i14]David Simchi-Levi, Yunzong Xu:
Phase Transitions and Cyclic Phenomena in Bandits with Switching Constraints. CoRR abs/1905.10825 (2019) - [i13]Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu:
Reinforcement Learning under Drift. CoRR abs/1906.02922 (2019) - [i12]Will Ma, David Simchi-Levi, Jinglong Zhao:
A Competitive Analysis of Online Knapsack Problems with Unit Density. CoRR abs/1907.08735 (2019) - [i11]Elaheh Fata, Will Ma, David Simchi-Levi:
Multi-stage and Multi-customer Assortment Optimization with Inventory Constraints. CoRR abs/1908.09808 (2019) - [i10]Jinzhi Bu, David Simchi-Levi, Yunzong Xu:
Online Pricing with Offline Data: Phase Transition and Inverse Square Law. CoRR abs/1910.08693 (2019) - [i9]David Simchi-Levi, Yunzong Xu, Jinglong Zhao:
Network Revenue Management with Limited Switches: Known and Unknown Demand Distributions. CoRR abs/1911.01067 (2019) - 2018
- [j84]David Simchi-Levi, Michelle Xiao Wu:
Powering retailers' digitization through analytics and automation. Int. J. Prod. Res. 56(1-2): 809-816 (2018) - [j83]Kris Johnson Ferreira, David Simchi-Levi, He Wang:
Online Network Revenue Management Using Thompson Sampling. Oper. Res. 66(6): 1586-1602 (2018) - [j82]David Simchi-Levi:
From the Editor. Manag. Sci. 64(1): 1-4 (2018) - [j81]David Simchi-Levi:
Reengineering Management Science for a Sharper Focus and Broader Appeal. Manag. Sci. 64(2): v (2018) - [c6]Zeyuan Allen-Zhu, David Simchi-Levi, Xinshang Wang:
The Lingering of Gradients: How to Reuse Gradients Over Time. NeurIPS 2018: 1252-1261 - [i8]Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu:
Learning to Optimize under Non-Stationarity. CoRR abs/1810.03024 (2018) - [i7]Wang Chi Cheung, Will Ma, David Simchi-Levi, Xinshang Wang:
Inventory Balancing with Online Learning. CoRR abs/1810.05640 (2018) - [i6]Will Ma, David Simchi-Levi, Chung-Piaw Teo:
On Policies for Single-leg Revenue Management with Limited Demand Information. CoRR abs/1810.10900 (2018) - [i5]Will Ma, David Simchi-Levi, Jinglong Zhao:
Dynamic Pricing under a Static Calendar. CoRR abs/1811.01077 (2018) - 2017
- [j80]Wang Chi Cheung, David Simchi-Levi, He Wang:
Technical Note - Dynamic Pricing and Demand Learning with Limited Price Experimentation. Oper. Res. 65(6): 1722-1731 (2017) - [j79]Charles J. Corbett, Vishal Gaur, David Simchi-Levi, Terry A. Taylor:
Editorial Statement - Operations Management. Manag. Sci. 63(11): v (2017) - [c5]Yan Zhao, Xiao Fang, David Simchi-Levi:
A Practically Competitive and Provably Consistent Algorithm for Uplift Modeling. ICDM 2017: 1171-1176 - [c4]Yan Zhao, Xiao Fang, David Simchi-Levi:
Uplift Modeling with Multiple Treatments and General Response Types. SDM 2017: 588-596 - [i4]Wang Chi Cheung, David Simchi-Levi:
Assortment Optimization under Unknown MultiNomial Logit Choice Models. CoRR abs/1704.00108 (2017) - [i3]Yan Zhao, Xiao Fang, David Simchi-Levi:
Uplift Modeling with Multiple Treatments and General Response Types. CoRR abs/1705.08492 (2017) - [i2]Yan Zhao, Xiao Fang, David Simchi-Levi:
A Practically Competitive and Provably Consistent Algorithm for Uplift Modeling. CoRR abs/1709.03683 (2017) - 2016
- [j78]Kris Johnson Ferreira, Bin Hong Alex Lee, David Simchi-Levi:
Analytics for an Online Retailer: Demand Forecasting and Price Optimization. Manuf. Serv. Oper. Manag. 18(1): 69-88 (2016) - [j77]Hoda Bidkhori, David Simchi-Levi, Yehua Wei:
Analyzing process flexibility: A distribution-free approach with partial expectations. Oper. Res. Lett. 44(3): 291-296 (2016) - 2015
- [j76]David Simchi-Levi, William Schmidt, Yehua Wei, Peter Yun Zhang, Keith Combs, Yao Ge, Oleg Gusikhin, Michael Sanders, Don Zhang:
Identifying Risks and Mitigating Disruptions in the Automotive Supply Chain. Interfaces 45(5): 375-390 (2015) - [j75]David Simchi-Levi, Yehua Wei:
Worst-Case Analysis of Process Flexibility Designs. Oper. Res. 63(1): 166-185 (2015) - [i1]Will Ma, David Simchi-Levi:
Reaping the Benefits of Bundling under High Production Costs. CoRR abs/1512.02300 (2015) - 2014
- [j74]Kris Johnson, David Simchi-Levi, Peng Sun:
Analyzing Scrip Systems. Oper. Res. 62(3): 524-534 (2014) - [j73]David Simchi-Levi:
OM Forum - OM Research: From Problem-Driven to Data-Driven Research. Manuf. Serv. Oper. Manag. 16(1): 2-10 (2014) - [j72]Nir Halman, Diego Klabjan, Chung-Lun Li, James B. Orlin, David Simchi-Levi:
Fully Polynomial Time Approximation Schemes for Stochastic Dynamic Programs. SIAM J. Discret. Math. 28(4): 1725-1796 (2014) - 2013
- [j71]Hamed Mamani, Stephen E. Chick, David Simchi-Levi:
A Game-Theoretic Model of International Influenza Vaccination Coordination. Manag. Sci. 59(7): 1650-1670 (2013) - 2012
- [j70]David Simchi-Levi, Yao Zhao:
Performance Evaluation of Stochastic Multi-Echelon Inventory Systems: A Survey. Adv. Oper. Res. 2012: 126254:1-126254:34 (2012) - [j69]Felipe Caro, David Simchi-Levi:
Optimal static pricing for a tree network. Ann. Oper. Res. 196(1): 137-152 (2012) - [j68]Nir Halman, James B. Orlin, David Simchi-Levi:
Approximating the Nonlinear Newsvendor and Single-Item Stochastic Lot-Sizing Problems When Data Is Given by an Oracle. Oper. Res. 60(2): 429-446 (2012) - [j67]Kan Huang, David Simchi-Levi, Miao Song:
Optimal Market-Making with Risk Aversion. Oper. Res. 60(3): 541-565 (2012) - [j66]David Simchi-Levi, Yehua Wei:
Understanding the Performance of the Long Chain and Sparse Designs in Process Flexibility. Oper. Res. 60(5): 1125-1141 (2012) - 2011
- [j65]David Simchi-Levi, Michael A. Trick:
Introduction to "Little's Law as Viewed on Its 50th Anniversary". Oper. Res. 59(3): 535 (2011) - [j64]Pamela Pen-Erh Pei, David Simchi-Levi, Tunay I. Tunca:
Sourcing Flexibility, Spot Trading, and Procurement Contract Structure. Oper. Res. 59(3): 578-601 (2011) - [j63]David Simchi-Levi:
From the Editor: Reflections on the Last Six Years. Oper. Res. 59(6): 1317-1319 (2011) - [j62]Ye Lu, Asuman E. Ozdaglar, David Simchi-Levi:
Stock repurchase with an adaptive reservation price: A study of the greedy policy. Oper. Res. Lett. 39(1): 22-27 (2011) - 2010
- [j61]Shawn Choo, Diego Klabjan, David Simchi-Levi:
Multiship Crane Sequencing with Yard Congestion Constraints. Transp. Sci. 44(1): 98-115 (2010)
2000 – 2009
- 2009
- [j60]David Simchi-Levi:
From the Editor. Oper. Res. 57(1): 1-3 (2009) - [j59]Víctor Martínez-de-Albéniz, David Simchi-Levi:
Competition in the Supply Option Market. Oper. Res. 57(5): 1082-1097 (2009) - [j58]Nir Halman, Diego Klabjan, Mohamed Mostagir, James B. Orlin, David Simchi-Levi:
A Fully Polynomial-Time Approximation Scheme for Single-Item Stochastic Inventory Control with Discrete Demand. Math. Oper. Res. 34(3): 674-685 (2009) - [j57]Nir Halman, Chung-Lun Li, David Simchi-Levi:
Fully polynomial-time approximation schemes for time-cost tradeoff problems in series-parallel project networks. Oper. Res. Lett. 37(4): 239-244 (2009) - 2008
- [j56]David Simchi-Levi:
From the Editor. Oper. Res. 56(1): 1-2 (2008) - [j55]Stephen E. Chick, Hamed Mamani, David Simchi-Levi:
Supply Chain Coordination and Influenza Vaccination. Oper. Res. 56(6): 1493-1506 (2008) - [j54]Serhan Duran, Tieming Liu, David Simchi-Levi, Julie L. Swann:
Policies utilizing tactical inventory for service-differentiated customers. Oper. Res. Lett. 36(2): 259-264 (2008) - [c3]Nir Halman, Chung-Lun Li, David Simchi-Levi:
Fully Polynomial Time Approximation Schemes for Time-Cost Tradeoff Problems in Series-Parallel Project Networks. APPROX-RANDOM 2008: 91-103 - [c2]Nir Halman, Diego Klabjan, Chung-Lun Li, James B. Orlin, David Simchi-Levi:
Fully polynomial time approximation schemes for stochastic dynamic programs. SODA 2008: 700-709 - 2007
- [j53]David Simchi-Levi:
From the Editor. Oper. Res. 55(2): vii-viii (2007) - [j52]Xin Chen, Melvyn Sim, David Simchi-Levi, Peng Sun:
Risk Aversion in Inventory Management. Oper. Res. 55(5): 828-842 (2007) - 2006
- [j51]David Simchi-Levi:
From the Editor. Oper. Res. 54(1): 1-4 (2006) - [j50]Mabel C. Chou, Hui Liu, Maurice Queyranne, David Simchi-Levi:
On the Asymptotic Optimality of a Simple On-Line Algorithm for the Stochastic Single-Machine Weighted Completion Time Problem and Its Extensions. Oper. Res. 54(3): 464-474 (2006) - [j49]Yao Zhao, David Simchi-Levi:
Performance Analysis and Evaluation of Assemble-to-Order Systems with Stochastic Sequential Lead Times. Oper. Res. 54(4): 706-724 (2006) - [j48]