Branch & Learn for Recursively and Iteratively Solvable Problems in Predict+Optimize

1 May 2022

Papers citing "Branch & Learn for Recursively and Iteratively Solvable Problems in Predict+Optimize"

5 / 5 papers shown

Title
torchmSAT: A GPU-Accelerated Approximation To The Maximum Satisfiability Problem Abdelrahman I. Hosny Sherief Reda 27 1 0 06 Feb 2024
Two-Stage Predict+Optimize for Mixed Integer Linear Programs with Unknown Parameters in Constraints Xinyi Hu Jasper C. H. Lee Jimmy Ho-man Lee 46 2 0 14 Nov 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 28 57 0 25 Jul 2023
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information Arman Zharmagambetov Brandon Amos Aaron Ferber Taoan Huang B. Dilkina Yuandong Tian AI4CE 41 10 0 18 Jul 2023
Branch & Learn with Post-hoc Correction for Predict+Optimize with Unknown Parameters in Constraints Xinyi Hu Jasper C. H. Lee Jimmy Ho-man Lee 29 4 0 12 Mar 2023