Publications

Selected publications

2026

  1. On the calibration of survival models with competing risks
    Julie Alberge, Tristan Haugomat, Gaël Varoquaux, and 1 more author
    In International Conference on Artificial Intelligence and Statistics (AISTATS) 2026, May 2026
    PDF

2025

  1. Survival Models: Proper Scoring Rule and Stochastic Optimization with Competing Risks
    Julie Alberge, Vincent Maladière, Olivier Grisel, and 2 more authors
    In Proceedings of the 28th International Conference on Artificial Intelligence and Statistics (AISTATS) 2025, Mai Khao, Thailand. PMLR: Volume 258., May 2025
    PDF

2024

  1. From prediction to prescription: Machine learning and Causal Inference
    Judith Abécassis, Elise Dumas, Julie Alberge, and 1 more author
    Nov 2024
    PDF