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ORCIDErick Delage
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2020 – today
- 2025
[j36]Utsav Sadana
, Abhilash Reddy Chenreddy, Erick Delage, Alexandre Forel, Emma Frejinger, Thibaut Vidal:
A survey of contextual optimization methods for decision-making under uncertainty. Eur. J. Oper. Res. 320(2): 271-289 (2025)- 2024
- [j35]Shanshan Wang, Erick Delage:
A Column Generation Scheme for Distributionally Robust Multi-Item Newsvendor Problems. INFORMS J. Comput. 36(3): 849-867 (2024) - [j34]Chun Peng, Erick Delage:
Data-Driven Optimization with Distributionally Robust Second Order Stochastic Dominance Constraints. Oper. Res. 72(3): 1298-1316 (2024) - [j33]Mehran Poursoltani, Erick Delage, Angelos Georghiou:
Technical Note - Risk-Averse Regret Minimization in Multistage Stochastic Programs. Oper. Res. 72(4): 1727-1738 (2024) - [j32]Hongming Li, Erick Delage, Ning Zhu, Michael L. Pinedo, Shoufeng Ma:
Distributional Robustness and Inequity Mitigation in Disaster Preparedness of Humanitarian Operations. Manuf. Serv. Oper. Manag. 26(1): 197-214 (2024) - [j31]Xin Wang, Okan Arslan, Erick Delage:
Crowdkeeping in Last-Mile Delivery. Transp. Sci. 58(2): 474-498 (2024) - [c10]Mehran Poursoltani, Erick Delage, Angelos Georghiou:
Robust Data-driven Prescriptiveness Optimization. ICML 2024 - [i11]Abhilash Reddy Chenreddy, Erick Delage:
End-to-end Conditional Robust Optimization. CoRR abs/2403.04670 (2024) - [i10]Utsav Sadana, Erick Delage, Angelos Georghiou:
Data-driven decision-making under uncertainty with entropic risk measure. CoRR abs/2409.19926 (2024) - 2023
- [j30]Alireza Ghahtarani, Ahmed Saif, Alireza Ghasemi, Erick Delage:
A double-oracle, logic-based Benders decomposition approach to solve the K-adaptability problem. Comput. Oper. Res. 155: 106243 (2023) - [j29]Utsav Sadana, Erick Delage:
The Value of Randomized Strategies in Distributionally Robust Risk-Averse Network Interdiction Problems. INFORMS J. Comput. 35(1): 216-232 (2023) - [j28]Saeed Marzban, Erick Delage, Jonathan Yu-Meng Li, Jeremie Desgagne-Bouchard, Carl Dussault:
WaveCorr: Deep reinforcement learning with permutation invariant convolutional policy networks for portfolio management. Oper. Res. Lett. 51(6): 680-686 (2023) - [c9]Jia Lin Hau, Erick Delage, Mohammad Ghavamzadeh, Marek Petrik:
On Dynamic Programming Decompositions of Static Risk Measures in Markov Decision Processes. NeurIPS 2023 - [i9]Jia Lin Hau, Erick Delage, Mohammad Ghavamzadeh, Marek Petrik:
On Dynamic Program Decompositions of Static Risk Measures. CoRR abs/2304.12477 (2023) - [i8]Mehran Poursoltani, Erick Delage, Angelos Georghiou:
Robust Data-driven Prescriptiveness Optimization. CoRR abs/2306.05937 (2023) - [i7]Utsav Sadana, Abhilash Reddy Chenreddy, Erick Delage, Alexandre Forel, Emma Frejinger, Thibaut Vidal:
A Survey of Contextual Optimization Methods for Decision Making under Uncertainty. CoRR abs/2306.10374 (2023) - 2022
- [j27]Sajad Aliakbari Sani, Olivier Bahn, Erick Delage, Rinel Foguen Tchuendom:
Robust Integration of Electric Vehicles Charging Load in Smart Grid's Capacity Expansion Planning. Dyn. Games Appl. 12(3): 1010-1041 (2022) - [j26]Sajad Aliakbari Sani, Olivier Bahn, Erick Delage:
Affine decision rule approximation to address demand response uncertainty in smart Grids' capacity planning. Eur. J. Oper. Res. 303(1): 438-455 (2022) - [j25]Erick Delage, Ahmed Saif:
The Value of Randomized Solutions in Mixed-Integer Distributionally Robust Optimization Problems. INFORMS J. Comput. 34(1): 333-353 (2022) - [j24]Mehran Poursoltani, Erick Delage:
Adjustable Robust Optimization Reformulations of Two-Stage Worst-Case Regret Minimization Problems. Oper. Res. 70(5): 2906-2930 (2022) - [j23]Erick Delage, Shaoyan Guo, Huifu Xu:
Shortfall Risk Models When Information on Loss Function Is Incomplete. Oper. Res. 70(6): 3511-3518 (2022) - [c8]Rui Fan, Erick Delage:
Risk-Aware Bid Optimization for Online Display Advertisement. CIKM 2022: 457-467 - [c7]Abhilash Reddy Chenreddy, Nymisha Bandi, Erick Delage:
Data-Driven Conditional Robust Optimization. NeurIPS 2022 - [i6]Rui Fan, Erick Delage:
Risk-Aware Bid Optimization for Online Display Advertisement. CoRR abs/2210.15837 (2022) - 2021
- [j22]Ahmed Saif, Erick Delage:
Data-driven distributionally robust capacitated facility location problem. Eur. J. Oper. Res. 291(3): 995-1007 (2021) - [j21]Filipe Rodrigues, Agostinho Agra, Cristina Requejo, Erick Delage:
Lagrangian Duality for Robust Problems with Decomposable Functions: The Case of a Robust Inventory Problem. INFORMS J. Comput. 33(2): 685-705 (2021) - [j20]Amir Ardestani-Jaafari, Erick Delage:
Linearized Robust Counterparts of Two-Stage Robust Optimization Problems with Applications in Operations Management. INFORMS J. Comput. 33(3): 1138-1161 (2021) - [i5]Abderrahim Fathan, Erick Delage:
Deep Reinforcement Learning for Optimal Stopping with Application in Financial Engineering. CoRR abs/2105.08877 (2021) - [i4]Saeed Marzban, Erick Delage, Jonathan Yu-Meng Li:
Deep Reinforcement Learning for Equal Risk Pricing and Hedging under Dynamic Expectile Risk Measures. CoRR abs/2109.04001 (2021) - [i3]Saeed Marzban, Erick Delage, Jonathan Yu-Meng Li, Jeremie Desgagne-Bouchard, Carl Dussault:
WaveCorr: Correlation-savvy Deep Reinforcement Learning for Portfolio Management. CoRR abs/2109.07005 (2021) - 2020
- [j19]Thierry Bazier-Matte, Erick Delage:
Generalization bounds for regularized portfolio selection with market side information. INFOR Inf. Syst. Oper. Res. 58(2): 374-401 (2020) - [j18]Chun Peng, Erick Delage, Jinlin Li:
Probabilistic Envelope Constrained Multiperiod Stochastic Emergency Medical Services Location Model and Decomposition Scheme. Transp. Sci. 54(6): 1471-1494 (2020) - [j17]Ali Hajebrahimi, Innocent Kamwa, Erick Delage, Morad Mohamed Abdelmageed Abdelaziz:
Adaptive Distributionally Robust Optimization for Electricity and Electrified Transportation Planning. IEEE Trans. Smart Grid 11(5): 4278-4289 (2020) - [c6]Viet Anh Nguyen, Fan Zhang, José H. Blanchet, Erick Delage, Yinyu Ye:
Distributionally Robust Local Non-parametric Conditional Estimation. NeurIPS 2020 - [i2]Utsav Sadana, Erick Delage:
The value of randomized strategies in distributionally robust risk averse network interdiction games. CoRR abs/2003.07915 (2020) - [i1]Viet Anh Nguyen, Fan Zhang, José H. Blanchet, Erick Delage, Yinyu Ye:
Distributionally Robust Local Non-parametric Conditional Estimation. CoRR abs/2010.05373 (2020)
2010 – 2019
- 2019
- [j16]Erick Delage, Daniel Kuhn, Wolfram Wiesemann:
"Dice"-sion-Making Under Uncertainty: When Can a Random Decision Reduce Risk? Manag. Sci. 65(7): 3282-3301 (2019) - 2018
- [j15]Charles Gauvin, Erick Delage, Michel Gendreau:
A successive linear programming algorithm with non-linear time series for the reservoir management problem. Comput. Manag. Sci. 15(1): 55-86 (2018) - [j14]Charles Gauvin, Erick Delage, Michel Gendreau:
A stochastic program with time series and affine decision rules for the reservoir management problem. Eur. J. Oper. Res. 267(2): 716-732 (2018) - [j13]Erick Delage, Luca Giovanni Gianoli, Brunilde Sansò:
A Practicable Robust Counterpart Formulation for Decomposable Functions: A Network Congestion Case Study. Oper. Res. 66(2): 535-567 (2018) - [j12]Erick Delage, Jonathan Yu-Meng Li:
Minimizing Risk Exposure When the Choice of a Risk Measure Is Ambiguous. Manag. Sci. 64(1): 327-344 (2018) - [j11]Amir Ardestani-Jaafari, Erick Delage:
The Value of Flexibility in Robust Location-Transportation Problems. Transp. Sci. 52(1): 189-209 (2018) - 2017
- [j10]Charles Gauvin, Erick Delage, Michel Gendreau:
Decision rule approximations for the risk averse reservoir management problem. Eur. J. Oper. Res. 261(1): 317-336 (2017) - 2016
- [j9]Erick Delage, Dan Andrei Iancu:
Computational management science special issue on "Robust Optimization and Applications". Comput. Manag. Sci. 13(2): 147-149 (2016) - [j8]Amir Ardestani-Jaafari, Erick Delage:
Robust Optimization of Sums of Piecewise Linear Functions with Application to Inventory Problems. Oper. Res. 64(2): 474-494 (2016) - 2015
- [j7]Benjamin Armbruster, Erick Delage:
Decision Making Under Uncertainty When Preference Information Is Incomplete. Manag. Sci. 61(1): 111-128 (2015) - 2014
- [j6]Erick Delage, Sharon Arroyo, Yinyu Ye:
The Value of Stochastic Modeling in Two-Stage Stochastic Programs with Cost Uncertainty. Oper. Res. 62(6): 1377-1393 (2014) - [j5]Jianqiang Cheng, Erick Delage, Abdel Lisser:
Distributionally Robust Stochastic Knapsack Problem. SIAM J. Optim. 24(3): 1485-1506 (2014) - 2013
- [j4]John Gunnar Carlsson, Erick Delage:
Robust Partitioning for Stochastic Multivehicle Routing. Oper. Res. 61(3): 727-744 (2013) - 2011
- [j3]Shipra Agrawal, Erick Delage, Mark Peters, Zizhuo Wang, Yinyu Ye:
A Unified Framework for Dynamic Prediction Market Design. Oper. Res. 59(3): 550-568 (2011) - 2010
- [j2]Erick Delage, Shie Mannor:
Percentile Optimization for Markov Decision Processes with Parameter Uncertainty. Oper. Res. 58(1): 203-213 (2010) - [j1]Erick Delage, Yinyu Ye:
Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems. Oper. Res. 58(3): 595-612 (2010)
2000 – 2009
- 2009
- [c5]Erick Delage:
Regret-based online ranking for a growing digital library. KDD 2009: 229-238 - [c4]Shipra Agrawal, Erick Delage, Mark Peters, Zizhuo Wang, Yinyu Ye:
A unified framework for dynamic pari-mutuel information market design. EC 2009: 255-264 - 2007
- [c3]Erick Delage, Shie Mannor:
Percentile optimization in uncertain Markov decision processes with application to efficient exploration. ICML 2007: 225-232 - 2006
- [c2]Erick Delage, Honglak Lee, Andrew Y. Ng:
A Dynamic Bayesian Network Model for Autonomous 3D Reconstruction from a Single Indoor Image. CVPR (2) 2006: 2418-2428 - 2005
- [c1]Erick Delage, Honglak Lee, Andrew Y. Ng:
Automatic Single-Image 3d Reconstructions of Indoor Manhattan World Scenes. ISRR 2005: 305-321
Coauthor Index
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