Integrated Conditional Estimation-Optimization

Integrated Conditional Estimation-Optimization

24 October 2021

Zuo‐Jun Max Shen

Papers citing "Integrated Conditional Estimation-Optimization"

11 / 11 papers shown

Title
Sufficient Decision Proxies for Decision-Focused Learning Noah Schutte Grigorii Veviurko Krzysztof Postek Neil Yorke-Smith 29 0 0 06 May 2025
Contextual Scenario Generation for Two-Stage Stochastic Programming David Islip Roy H. Kwon Sanghyeon Bae Woo Chang Kim 59 0 0 07 Feb 2025
Forecasting Outside the Box: Application-Driven Optimal Pointwise Forecasts for Stochastic Optimization Tito Homem-de-Mello Juan Valencia Felipe Lagos Guido Lagos 29 1 0 05 Nov 2024
Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problems Pierre-Cyril Aubin-Frankowski Yohann de Castro Axel Parmentier Alessandro Rudi OffRL 31 3 0 24 Jul 2024
Contextual Stochastic Bilevel Optimization Yifan Hu Jie Wang Yao Xie Andreas Krause Daniel Kuhn 32 11 0 27 Oct 2023
A Survey of Contextual Optimization Methods for Decision Making under Uncertainty Utsav Sadana A. Chenreddy Erick Delage Alexandre Forel Emma Frejinger Thibaut Vidal AI4CE 43 83 0 17 Jun 2023
Estimate-Then-Optimize versus Integrated-Estimation-Optimization versus Sample Average Approximation: A Stochastic Dominance Perspective Adam N. Elmachtoub H. Lam Haofeng Zhang Yunfan Zhao 18 6 0 13 Apr 2023
Data-Driven Sample Average Approximation with Covariate Information R. Kannan G. Bayraksan James R. Luedtke 11 43 0 27 Jul 2022
Gradient boosting for convex cone predict and optimize problems A. Butler R. Kwon 23 2 0 14 Apr 2022
Efficient differentiable quadratic programming layers: an ADMM approach A. Butler R. Kwon 23 18 0 14 Dec 2021
Application-Driven Learning: A Closed-Loop Prediction and Optimization Approach Applied to Dynamic Reserves and Demand Forecasting J. Garcia A. Street Tito Homem-de-Mello F. Muñoz 22 10 0 26 Feb 2021