Publications

Last updated on 2024-09-22. An up-to-date list is available on [Google Scholar](https://scholar.google.com/citations?user=Bvb-BKAAAAAJ&hl=en).

2024

  1. JNPS
    Stone’s theorem for distributional regression in Wasserstein distance
    Clément Dombry, Thibault Modeste, and Romain Pic
    Journal of Nonparametric Statistics, Aug 2024
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  2. arXiv
    Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble Forecasts
    Romain Pic, Clément Dombry, Philippe Naveau, and Maxime Taillardat
    2024
    PDF Code
  3. arXiv
    Proper Scoring Rules for Multivariate Probabilistic Forecasts based on Aggregation and Transformation
    Romain Pic, Clément Dombry, Philippe Naveau, and Maxime Taillardat
    2024
    PDF Code

2023

  1. PhysRevLett
    Evaporation-Driven Cellular Patterns in Confined Hyperelastic Hydrogels
    Baudouin Saintyves, Romain Pic, L. Mahadevan, and Irmgard Bischofberger
    Physical Review Letters, Sep 2023
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  2. IJF
    Distributional regression and its evaluation with the CRPS: Bounds and convergence of the minimax risk
    Romain Pic, Clément Dombry, Philippe Naveau, and Maxime Taillardat
    International Journal of Forecasting, Oct 2023
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  3. BrestCancerResTreat
    A new methodology to predict the oncotype scores based on clinico-pathological data with similar tumor profiles
    Zeina Al Masry, Romain Pic, Clément Dombry, and Christine Devalland
    Breast Cancer Research and Treatment, Nov 2023
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