Publications

2026

  1. ICML
    Bulk-Calibrated Credal Ambiguity Sets: Fast, Tractable Decision Making under Out-of-Sample Contamination
    Mengqi Chen, Thomas B. Berrett, Theo Damoulas, and Michele Caprio
    In 43rd International Conference on Machine Learning, 2026
    arXiv
  2. ESAIM P&S
    Imprecise Markov Semigroups and their Ergodicity
    Michele Caprio and Mengqi Chen
    ESAIM: Probability and Statistics, 2026
    To appear
    arXiv

2025

  1. Preprint
    Total Robustness in Bayesian Nonlinear Regression
    Mengqi Chen, Charita Dellaporta, Thomas B. Berrett, and Theo Damoulas
    2025
    Under review
    arXiv