Luca Mossina

9
Documents

Publications

Publications

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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
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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
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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
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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
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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
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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
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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