Alexandre Forel

According to our database, Alexandre Forel authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A survey of contextual optimization methods for decision-making under uncertainty.

Utsav Sadana, Abhilash Reddy Chenreddy, Erick Delage, Alexandre Forel, Emma Frejinger, Thibaut Vidal

Eur. J. Oper. Res., 2025

2024

Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles.

Youssouf Emine, Alexandre Forel, Idriss Malek, Thibaut Vidal

CoRR, 2024

CF-OPT: Counterfactual Explanations for Structured Prediction.

Germain Vivier-Ardisson, Alexandre Forel, Axel Parmentier, Thibaut Vidal

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Don't Explain Noise: Robust Counterfactuals for Randomized Ensembles.

Alexandre Forel, Axel Parmentier, Thibaut Vidal

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2024

2023

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

Alexandre Forel, Axel Parmentier, Thibaut Vidal

Proceedings of the International Conference on Machine Learning, 2023

2022

Robust Counterfactual Explanations for Random Forests.

Alexandre Forel, Axel Parmentier, Thibaut Vidal

CoRR, 2022