Development and external validation of a lung cancer risk estimation tool using gradient-boosting. - Pierre-Louis Benveniste; Julie Alberge; Lei Xing; Jean-Emmanuel Bibault (CoRR, 2023)

Teaching Models To Survive: Proper Scoring Rule and Stochastic Optimization with Competing Risks. - Julie Alberge; Vincent Maladière; Olivier Grisel; Judith Abécassis; Gaël Varoquaux (CoRR, 2024)

Survival Models: Proper Scoring Rule and Stochastic Optimization with Competing Risks. - Julie Alberge; Vincent Maladière; Olivier Grisel; Judith Abécassis; Gaël Varoquaux (AISTATS, 2025)