Publications

2026

1. Asymptotically Log-Optimal Bayes-Assisted Confidence Sequences for Bounded Means

   Valentin Kilian^*, Stefano Cortinovis^*, and François Caron

   arXiv preprint arXiv:2605.07964, 2026

2025

1. Confidence sequences with informative, bounded-influence priors

   Stefano Cortinovis^*, Valentin Kilian^*, and François Caron

   arXiv preprint arXiv:2506.22925, 2025
2. Anytime-valid, Bayes-assisted, Prediction-Powered Inference

   Valentin Kilian^*, Stefano Cortinovis^*, and François Caron

   Neural Information Processing Systems, 2025

   arXiv Code
3. Rapidly Varying Completely Random Measures for Modeling Extremely Sparse Networks

   Valentin Kilian, Benjamin Guedj, and François Caron

   arXiv preprint arXiv:2505.13206, 2025

   Code

2024

1. Enhancing the Power of Gaussian Graphical Model Inference by Modeling the Graph Structure

   Valentin Kilian, Tabea Rebafka, and Fanny Villers

   arXiv preprint arXiv:2402.19021, 2024

   Code