Publications

Conferences

Anytime-valid, Bayes-assisted, Prediction-Powered Inference

(2025) Valentin Kilian, Stefano Cortinovis, François Caron (Accepted to NeurIPS 2025)

Submitted

Confidence sequences with informative, bounded-influence priors

(2025) Stefano Cortinovis, Valentin Kilian, François Caron

Rapidly Varying Completely Random Measures for Modeling Extremely Sparse Networks

(2025) Valentin Kilian, Benjamin Guedj, François Caron

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

(2024) Valentin Kilian, Tabea Rebafka and Fanny Villers

Internships

Inference of GGM using multiple testing and latent graph structure

Master thesis after my internship in 2023 at the LPSM under the supervision of C.Matias and F.Villers. Now it is an article.

Opinions Dynamics on Social Networks (in French)

Internship report following my internship in 2021 at UCL and Inria under the supervision of B.Guedj and A.Vendeville