Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize

26 May 2023

Papers citing "Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize"

4 / 4 papers shown

Title
Learning Joint Models of Prediction and Optimization James Kotary Vincenzo Di Vito Jacob Cristopher Pascal Van Hentenryck Ferdinando Fioretto 41 2 0 07 Sep 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
TaskMet: Task-Driven Metric Learning for Model Learning Dishank Bansal Ricky T. Q. Chen Mustafa Mukadam Brandon Amos FedML 28 10 0 08 Dec 2023
GenCO: Generating Diverse Designs with Combinatorial Constraints Aaron Ferber Arman Zharmagambetov Taoan Huang B. Dilkina Yuandong Tian 3DV 34 0 0 03 Oct 2023