Luca Mossina

Publications

Pré-publication, Document de travail (2)

Conformal Object Detection by Sequential Risk Control Léo Andéol,Luca Mossina,Adrien Mazoyer,Sébastien Gerchinovitz 2025 Pré-publication, Document de travail hal-05399935v1
Controlling False Positives in Image Segmentation via Conformal Prediction Luca Mossina,Corentin Friedrich 2025 Pré-publication, Document de travail hal-05398216v1

Communication dans un congrès (7)

Conformal Prediction for Image Segmentation Using Morphological Prediction Sets Luca Mossina,Corentin Friedrich Medical Image Computing and Computer Assisted Intervention – MICCAI 2025, Sep 2025, Daejeon, South Korea. pp.78-88, ⟨10.48550/arXiv.2503.05618⟩ Communication dans un congrès hal-04984192v1
Conformal Semantic Image Segmentation: Post-hoc Quantification of Predictive Uncertainty Luca Mossina,Joseba Dalmau,Léo Andéol Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Jun 2024, Seattle, United States. pp.3574-3584 Communication dans un congrès hal-04565173v1
Conformal prediction for trustworthy detection of railway signals Léo Andéol,Thomas Fel,Florence De Grancey,Luca Mossina AAAI Spring Symposium 2023: AI Trustworthiness Assessment, Mar 2023, San Francisco, United States Communication dans un congrès hal-03946071v1
PUNCC: a Python Library for Predictive Uncertainty Calibration and Conformalization Mouhcine Mendil,Luca Mossina,David Vigouroux Conformal and Probabilistic Prediction with Applications, Sep 2023, Limasol, Cyprus Communication dans un congrès hal-04560192v1
Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling Léo Andéol,Thomas Fel,Florence De Grancey,Luca Mossina Conformal and Probabilistic Prediction with Applications, Sep 2023, Limassol (Chypre), Cyprus. p. 36-55 Communication dans un congrès hal-04063441v2
Robust Gas Demand Forecasting With Conformal Prediction Mouhcine Mendil,Luca Mossina,Marc Nabhan,Kevin Pasini 11th Symposium on Conformal and Probabilistic Prediction with Applications, Aug 2022, Brighton, United Kingdom Communication dans un congrès hal-03805276v1
Multi-label Classification for the Generation of Sub-problems in Time-constrained Combinatorial Optimization Luca Mossina,Emmanuel Rachelson,Daniel Delahaye ICORES 2019, 8th International Conference on Operations Research and Enterprise Systems, Feb 2019, Prague, Czech Republic. pp 133-141; ISBN: 978-989-758-352-0, ⟨10.5220/0007396601330141⟩ Communication dans un congrès hal-02120128v1