Alexandre Forel

15 papers A* 4B 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A survey of contextual optimization methods for decision-making under uncertainty.
Eur. J. Oper. Res.
Utsav Sadana, Abhilash Reddy Chenreddy, Erick Delage, Alexandre Forel, Emma Frejinger, Thibaut Vidal
2025 J jnl
Adaptive Partitioning for Chance-Constrained Problems with Finite Support.
SIAM J. Optim.
Marius Roland, Alexandre Forel, Thibaut Vidal
2025 A* conf
Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles.
AAAI
Youssouf Emine, Alexandre Forel, Idriss Malek, Thibaut Vidal
2025 B conf
The Differentiable Feasibility Pump.
IPCO
Matteo Cacciola, Alexandre Forel, Antonio Frangioni, Andrea Lodi
2024 A* conf
CF-OPT: Counterfactual Explanations for Structured Prediction.
ICML
Germain Vivier-Ardisson, Alexandre Forel, Axel Parmentier, Thibaut Vidal
2024 J jnl
CF-OPT: Counterfactual Explanations for Structured Prediction.
CoRR
Germain Vivier-Ardisson, Alexandre Forel, Axel Parmentier, Thibaut Vidal
2024 A* conf
DistrictNet: Decision-aware learning for geographical districting.
NeurIPS
Cheikh Ahmed, Alexandre Forel, Axel Parmentier, Thibaut Vidal
2024 J jnl
DistrictNet: Decision-aware learning for geographical districting.
CoRR
Cheikh Ahmed, Alexandre Forel, Axel Parmentier, Thibaut Vidal
2024 — conf
Don't Explain Noise: Robust Counterfactuals for Randomized Ensembles.
CPAIOR (1)
Alexandre Forel, Axel Parmentier, Thibaut Vidal
2024 J jnl
Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles.
CoRR
Youssouf Emine, Alexandre Forel, Idriss Malek, Thibaut Vidal
2024 J jnl
The Differentiable Feasibility Pump.
CoRR
Matteo Cacciola, Alexandre Forel, Antonio Frangioni, Andrea Lodi
2023 J jnl
A Survey of Contextual Optimization Methods for Decision Making under Uncertainty.
CoRR
Utsav Sadana, Abhilash Reddy Chenreddy, Erick Delage, Alexandre Forel, Emma Frejinger, Thibaut Vidal
2023 A* conf
Explainable Data-Driven Optimization: From Context to Decision and Back Again.
ICML
Alexandre Forel, Axel Parmentier, Thibaut Vidal
2023 J jnl
Explainable Data-Driven Optimization: From Context to Decision and Back Again.
CoRR
Alexandre Forel, Axel Parmentier, Thibaut Vidal
2022 J jnl
Robust Counterfactual Explanations for Random Forests.
CoRR
Alexandre Forel, Axel Parmentier, Thibaut Vidal