Learning to handle parameter perturbations in combinatorial optimization: an application to facility location A Lodi, L Mossina, E Rachelson EURO Journal on Transportation and Logistics 9 (4), 100023, 2020 | 36 | 2020 |
PUNCC: a Python Library for Predictive Uncertainty Calibration and Conformalization M Mendil, L Mossina, D Vigouroux Conformal and Probabilistic Prediction with Applications, 582-601, 2023 | 5 | 2023 |
Robust Gas Demand Forecasting With Conformal Prediction M Mendil, L Mossina, M Nabhan, K Pasini Conformal and Probabilistic Prediction with Applications, 169-187, 2022 | 4 | 2022 |
Conformal prediction for trustworthy detection of railway signals L Andéol, T Fel, F De Grancey, L Mossina AI and Ethics 4 (1), 157-161, 2024 | 3 | 2024 |
Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling L Andéol, T Fel, F De Grancey, L Mossina Conformal and Probabilistic Prediction with Applications, 36-55, 2023 | 3 | 2023 |
Multi-label Classification for the Generation of Sub-problems in Time-constrained Combinatorial Optimization L Mossina, E Rachelson, D Delahaye | 3 | 2019 |
Conformal Semantic Image Segmentation: Post-hoc Quantification of Predictive Uncertainty L Mossina, J Dalmau, L Andéol IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2024 | 2 | 2024 |
Naive bayes classification for subset selection L Mossina, E Rachelson arXiv preprint arXiv:1707.06142, 2017 | 2 | 2017 |
A Reinforcement Learning Perspective on the Optimal Control of Mutation Probabilities for the (1+ 1) Evolutionary Algorithm: First Results on the OneMax Problem L Mossina, E Rachelson, D Delahaye arXiv preprint arXiv:1905.03726, 2019 | | 2019 |