Predict-Then-Optimize by Proxy: Learning Joint Models of Prediction and
Optimization

Predict-Then-Optimize by Proxy: Learning Joint Models of Prediction and Optimization

22 November 2023

Vincenzo Di Vito

Jacob K Christopher

Pascal Van Hentenryck

Ferdinando Fioretto

Papers citing "Predict-Then-Optimize by Proxy: Learning Joint Models of Prediction and Optimization"

5 / 5 papers shown

Title
Self-Supervised Penalty-Based Learning for Robust Constrained Optimization Wyame Benslimane Paul Grigas 36 0 0 07 Mar 2025
Learning Constrained Optimization with Deep Augmented Lagrangian Methods James Kotary Ferdinando Fioretto 19 4 0 06 Mar 2024
Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method James Kotary Ferdinando Fioretto Pascal Van Hentenryck 21 20 0 12 Oct 2021
Predicting AC Optimal Power Flows: Combining Deep Learning and Lagrangian Dual Methods Ferdinando Fioretto Terrence W.K. Mak Pascal Van Hentenryck AI4CE 76 198 0 19 Sep 2019
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 69 1,443 0 29 Nov 2016