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Branch & Learn with Post-hoc Correction for Predict+Optimize with
  Unknown Parameters in Constraints

Branch & Learn with Post-hoc Correction for Predict+Optimize with Unknown Parameters in Constraints

12 March 2023
Xinyi Hu
Jasper C. H. Lee
Jimmy Ho-man Lee
ArXivPDFHTML

Papers citing "Branch & Learn with Post-hoc Correction for Predict+Optimize with Unknown Parameters in Constraints"

4 / 4 papers shown
Title
Learning From Scenarios for Stochastic Repairable Scheduling
Learning From Scenarios for Stochastic Repairable Scheduling
Kim van den Houten
David Tax
Esteban Freydell
Mathijs de Weerdt
OffRL
29
0
0
06 Dec 2023
Decision-Focused Learning: Foundations, State of the Art, Benchmark and
  Future Opportunities
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
Score Function Gradient Estimation to Widen the Applicability of
  Decision-Focused Learning
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
53
4
0
11 Jul 2023
Predict+Optimize for Packing and Covering LPs with Unknown Parameters in
  Constraints
Predict+Optimize for Packing and Covering LPs with Unknown Parameters in Constraints
Xinyi Hu
Jasper C. H. Lee
Jimmy Ho-man Lee
32
14
0
08 Sep 2022
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