Explainable Data-Driven Optimization: From Context to Decision and Back Again

24 January 2023

Papers citing "Explainable Data-Driven Optimization: From Context to Decision and Back Again"

7 / 7 papers shown

Title
Coherent Local Explanations for Mathematical Optimization Daan Otto Jannis Kurtz S. Ilker Birbil 56 0 0 07 Feb 2025
CF-OPT: Counterfactual Explanations for Structured Prediction Germain Vivier--Ardisson Alexandre Forel Axel Parmentier Thibaut Vidal OffRL CML BDL 35 1 0 28 May 2024
Counterfactual Explanations for Linear Optimization Jannis Kurtz cS. .Ilker Birbil D. Hertog 28 3 0 24 May 2024
A Framework for Data-Driven Explainability in Mathematical Optimization Kevin-Martin Aigner Marc Goerigk Michael Hartisch F. Liers Arthur Miehlich 14 2 0 16 Aug 2023
A Survey of Contextual Optimization Methods for Decision Making under Uncertainty Utsav Sadana A. Chenreddy Erick Delage Alexandre Forel Emma Frejinger Thibaut Vidal AI4CE 34 81 0 17 Jun 2023
Born-Again Tree Ensembles Thibaut Vidal Toni Pacheco Maximilian Schiffer 54 53 0 24 Mar 2020
BRPO: Batch Residual Policy Optimization Kentaro Kanamori Yinlam Chow Takuya Takagi Hiroki Arimura Honglak Lee Ken Kobayashi Craig Boutilier OffRL 131 46 0 08 Feb 2020