Publications

2025

  1. Confidence sequences with informative, bounded-influence priors
    Stefano Cortinovis*, Valentin Kilian*, and François Caron
    arXiv preprint arXiv:2506.22925, 2025
    arXiv
  2. FAB-PPI: Frequentist, Assisted by Bayes, Prediction-Powered Inference
    Stefano Cortinovis and François Caron
    International Conference of Machine Learning, 2025
    arXiv
  3. Anytime-valid, Bayes-assisted, Prediction-Powered Inference
    Valentin Kilian*, Stefano Cortinovis*, and François Caron
    Neural Information Processing Systems, 2025
    arXiv

2024

  1. Inverse-Free Sparse Variational Gaussian Processes
    Stefano Cortinovis, Stefanos Eleftheriadis, Laurence Aitchison, James Hensman, and Mark van der Wilk
    In NeurIPS 2024 Workshop on Bayesian Decision-making and Uncertainty, 2024
    Website
  2. Robust Bayes-assisted Confidence Regions
    Stefano Cortinovis and François Caron
    arXiv preprint arXiv:2410.20169, 2024
    arXiv