Luca Mossina

17 papers C 1Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Conformal Object Detection by Sequential Risk Control.
CoRR
Léo Andéol, Luca Mossina, Adrien Mazoyer, Sébastien Gerchinovitz
2025 — conf
Conformal Prediction for Image Segmentation Using Morphological Prediction Sets.
MICCAI (4)
Luca Mossina, Corentin Friedrich
2025 J jnl
Conformal Prediction for Image Segmentation Using Morphological Prediction Sets.
CoRR
Luca Mossina, Corentin Friedrich
2025 J jnl
Controlling False Positives in Image Segmentation via Conformal Prediction.
CoRR
Luca Mossina, Corentin Friedrich
2024 — conf
Conformal Semantic Image Segmentation: Post-hoc Quantification of Predictive Uncertainty.
CVPR Workshops
Luca Mossina, Joseba Dalmau, Léo Andéol
2024 J jnl
Conformal Semantic Image Segmentation: Post-hoc Quantification of Predictive Uncertainty.
CoRR
Luca Mossina, Joseba Dalmau, Léo Andéol
2024 J jnl
Conformal prediction for trustworthy detection of railway signals.
AI Ethics
Léo Andéol, Thomas Fel, Florence de Grancey, Luca Mossina
2023 — conf
Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling.
COPA
Léo Andéol, Thomas Fel, Florence de Grancey, Luca Mossina
2023 J jnl
Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling.
CoRR
Léo Andéol, Thomas Fel, Florence de Grancey, Luca Mossina
2023 — conf
PUNCC: a Python Library for Predictive Uncertainty Calibration and Conformalization.
COPA
Mouhcine Mendil, Luca Mossina, David Vigouroux
2022 — conf
Robust Gas Demand Forecasting With Conformal Prediction.
COPA
Mouhcine Mendil, Luca Mossina, Marc Nabhan, Kevin Pasini
2020 — —
Applications of machine learning to the resolution of recurrent combinatorial optimization problems. (Applications d'apprentissage automatique à la résolution de problèmes récurrents en optimisation combinatoire).
Luca Mossina
2020 J jnl
Learning to handle parameter perturbations in Combinatorial Optimization: An application to facility location.
EURO J. Transp. Logist.
Andrea Lodi, Luca Mossina, Emmanuel Rachelson
2019 J jnl
A Reinforcement Learning Perspective on the Optimal Control of Mutation Probabilities for the (1+1) Evolutionary Algorithm: First Results on the OneMax Problem.
CoRR
Luca Mossina, Emmanuel Rachelson, Daniel Delahaye
2019 J jnl
Learning to Handle Parameter Perturbations in Combinatorial Optimization: an Application to Facility Location.
CoRR
Andrea Lodi, Luca Mossina, Emmanuel Rachelson
2019 C conf
Multi-label Classification for the Generation of Sub-problems in Time-constrained Combinatorial Optimization.
ICORES
Luca Mossina, Emmanuel Rachelson, Daniel Delahaye
2017 J jnl
Naive Bayes Classification for Subset Selection.
CoRR
Luca Mossina, Emmanuel Rachelson