Alexandre Forel

1. A Survey of Contextual Optimization Methods for Decision Making under Uncertainty
   2023/06/17 by Utsav Sadana, Sadana, Utsav, Abhilash Chenreddy +9 · 23 citations
   Computer Science · Decision Sciences · #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Mathematics #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Optimization and Control (math.OC)
2. Don't Explain Noise: Robust Counterfactuals for Randomized Ensembles
   2022/05/27 by Alexandre Forel, Forel, Alexandre, Axel Parmentier +3 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Optimization and Control (math.OC)
3. Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles
   2024/08/28 by Youssouf Emine, Emine, Youssouf, Alexandre Forel +5 · 2 citations
   Biochemistry, Genetics and Molecular Biology · #FOS: Computer and information sciences #FOS: Mathematics #Insect and Arachnid Ecology and Behavior #Machine Learning (cs.LG) #Optimization and Control (math.OC)
4. CF-OPT: Counterfactual Explanations for Structured Prediction
   2024/05/28 by Germain Vivier--Ardisson, Vivier-Ardisson, Germain, Alexandre Forel +5 · 2 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)