PyEPO: A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming

28 June 2022

Papers citing "PyEPO: A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming"

4 / 4 papers shown

Title
First-Order Methods for Linearly Constrained Bilevel Optimization Guy Kornowski Swati Padmanabhan Kai Wang Zhe Zhang S. Sra 82 5 0 18 Jun 2024
CaVE: A Cone-Aligned Approach for Fast Predict-then-optimize with Binary Linear Programs Bo Tang Elias Boutros Khalil 32 1 0 12 Dec 2023
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities Jayanta Mandi James Kotary Senne Berden Maxime Mulamba Víctor Bucarey Tias Guns Ferdinando Fioretto AI4CE 30 58 0 25 Jul 2023
Estimate-Then-Optimize versus Integrated-Estimation-Optimization versus Sample Average Approximation: A Stochastic Dominance Perspective Adam N. Elmachtoub Henry Lam Haofeng Zhang Yunfan Zhao 34 6 0 13 Apr 2023