### Accepted papers

M. Poursoltani, E. Delage, Adjustable Robust Optimization Reformulations of Two-Stage Worst-case Regret Minimization Problems, *Operations Research*.

S. Marzban, E. Delage, J. Y. Li, Equal Risk Pricing and Hedging of Financial Derivatives with Convex Risk Measures, *Quantitative Finance*.

F. Zhang, V. A. Nguyen, J. Blanchet, E. Delage, Y. Ye, Distributionally Robust Local Non-parametric Conditional Estimation, *NeurIPS 2020*.

E. Delage, A. Saif, The Value of Randomized Solutions in Mixed-Integer Distributionally Robust Optimization Problems, *INFORMS Journal on Computing*.

A. Ardestani-Jaafari, E. Delage, Linearized Robust Counterparts of Two-stage Robust Optimization Problem with Applications in Operations Management, *INFORMS Journal on Computing*.

### Published papers

A. Saif, E. Delage, Data-Driven Distributionally Robust Capacitated Facility Location Problem, *European Journal of Operational Research*.

F. Rodrigues, A. Agra, C. Requejo, E. Delage, Lagrangian Duality for Robust Problems with Decomposable Functions: The Case of a Robust Inventory Problem, *INFORMS Journal on Computing*.

C. Peng, E. Delage, J. Li, Probabilistic Envelope Constrained Multiperiod Stochastic Emergency Medical Services Location Model and Decomposition Scheme, *Transportation Science.*

T. Bazier-Matte, E. Delage, Generalization Bounds for Regularized Portfolio Selection with Market Side Information, *INFOR: Information Systems and Operational Research*, 58(2):374-401, 2020.

A. Hajebrahimi, I. Kamwa, E. Delage, M. Abdelaziz, Adaptive Distributionally Robust Optimization for Electricity and Electrified Transportation Planning, published online in *IEEE Transactions on Smart Grid*, 2020.

A. Barbry, M. F. Anjos, E. Delage, Robust Self-Scheduling of a Price-Maker Energy Storage Facility in the New York electricity market, *Energy Economics*, **78**:629-646, 2019.

E. Delage, D. Kuhn, W. Wiesemann, “Dice”-sion Making under Uncertainty: When Can a Random Decision Reduce Risk?, *Management Science*, **65**(7):3282-3301, 2019.

C. Gauvin, E. Delage, M. Gendreau, A Successive Linear Programming Algorithm with Non-Linear Time Series for the Reservoir Management Problem, *Computational Management Science*, **15**(1): 55-86, 2018.

C. Gauvin, E. Delage, M. Gendreau, A Stochastic Program with Tractable Time Series and Affine Decision Rules for the Reservoir Management Problem, *European Journal of Operational Research*, **267**(2): 716-732, 2018.

E. Delage, L. G. Gianoli, B. Sansò, A Practicable Robust Counterpart Formulation for Decomposable Functions: A Network Congestion Case Study, *Operations Research*, **66**(2): 535-567, 2018.

E. Delage, J. Y. Li, Minimizing Risk Exposure when the Choice of a Risk Measure is Ambiguous, *Management Science*, **64**(1): 327-344, 2018.

A. Ardestani-Jaafari, E. Delage, The Value of Flexibility in Robust Location-transportation Problems, *Transportation Science*, **52**(1): 189-209, 2018.

C. Gauvin, E. Delage, M. Gendreau, Decision rule approximations for the risk averse reservoir management problem, *European Journal of Operational Research*, **261(**1): 317-336, 2017.

M. Denault, E. Delage, J.-G. Simonato, Dynamic portfolio choice: a simulation-and-regression approach, *Optimization and Engineering*, **18(**2): 369-406, 2017.

A. Ardestani-Jaafari, E. Delage, Robust Optimization of Sums of Piecewise Linear Functions with Application to Inventory Problems, O*perations Research*, **62**(2): 474-494, 2016.

E. Delage, D. Iancu, Robust Multistage Decision Making, *TutORials in Operations Research*, 20-46, 2015.

Armbruster, B., E. Delage. Decision Making under Uncertainty when Preference Information is Incomplete. *Management Science,* **61**(1), 111-128, 2015.

Cheng, J., E. Delage, A. Lisser. Distributionally Robust Stochastic Knapsack Problem. *SIAM Journal on Optimization*, **24**(3), 1485-1506, 2014.

Delage, E., Y. Ye, S. Arroyo. The Value of Stochastic Modeling in Two-Stage Stochastic Programs with Cost Uncertainty. *Operations Research, ***62**(6), 1377-1393, 2014.

Ardestani-Jaafari, E. Delage. Affinely Adjustable Robust Location Transportation Problem. *Proceedings of the 2014 Industrial and Systems Engineering Research Conference,* 2014.

Carlsson, J. G., E. Delage. Robust Partitioning for Stochastic Multi-Vehicle Routing. *Operations Research*. **61**(3): 727-744, 2013.

Agrawal, S., E. Delage, M. Peters, Z. Wang, Y. Ye. A Unified Framework for Dynamic Prediction Market Design. *Operations Research*. **59**(3): 550-568, 2011.

Delage, E., Y. Ye. Distributionally Robust Optimization under Moment Uncertainty with Application to Data-Driven Problems. *Operations Research*. **58**(3): 596-612, 2010.

Delage, E., S. Mannor. Percentile Optimization for MDP with Parameter Uncertainty. *Operations Research*. **58**(1): 203-213, 2010.

Delage, E. Regret-based Online Ranking for a Growing Digital Library. *Proceedings of the 15 ^{th} ACM SIGKDD Conference on Knowledge Discovery and Data Mining*. 229-238, 2009.