Predict+Optimize for Packing and Covering LPs with Unknown Parameters in Constraints

8 September 2022

Papers citing "Predict+Optimize for Packing and Covering LPs with Unknown Parameters in Constraints"

5 / 5 papers shown

Title
Learning From Scenarios for Stochastic Repairable Scheduling Kim van den Houten David Tax Esteban Freydell Mathijs de Weerdt OffRL 21 0 0 06 Dec 2023
Two-Stage Predict+Optimize for Mixed Integer Linear Programs with Unknown Parameters in Constraints Xinyi Hu Jasper C. H. Lee Jimmy Ho-man Lee 25 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 19 54 0 25 Jul 2023
Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning Mattia Silvestri Senne Berden Jayanta Mandi Ali .Irfan Mahmutougullari Maxime Mulamba Tias Guns M. Lombardi 34 4 0 11 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 19 4 0 12 Mar 2023