publications

2026

  1. PMC
    Product Monte Carlo: Expectation Under a Product of Densities
    Pietro Carlotti, Sifan Liu, and Yuling Yao
    arXiv preprint arXiv:2610.12702, 2026
  2. DIP-EDL
    Density-Informed Pseudo-Counts for Calibrated Evidential Deep Learning
    Pietro Carlotti, Nevena Gligić, and Arya Farahi
    In Proceedings of STAI-X 2026 (forthcoming), 2026
  3. BSET
    A Bayesian Critique of Rank-Based Methods for Surrogate Marker Evaluation
    Pietro Carlotti and Layla Parast
    arXiv preprint arXiv:2603.14381, 2026