Valentin Kilian

Valentin Kilian

I am a PhD student at University of Oxford in the Departement of Statistics.

Publications

2026

  1. A Generative Model for Extremely Sparse Edge-Exchangeable Networks
    Valentin Kilian
    arXiv preprint arXiv:2606.22105, 2026
    Code
  3. Prediction-Powered Active Testing
    Kianoosh Ashouritaklimi, Valentin Kilian, Daolang Huang, Tom Rainforth, and François Caron
    arXiv preprint arXiv:2607.08347, 2026

2025

  1. Confidence sequences with informative, bounded-influence priors
    Stefano Cortinovis*, Valentin Kilian*, and François Caron
    Accepted at Electronic Journal of Statistics, 2025
  2. Anytime-valid, Bayes-assisted, Prediction-Powered Inference
    Valentin Kilian, Stefano Cortinovis, and Francois Caron
    In Advances in Neural Information Processing Systems, 2025
    DOI 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