Estimating fine age structure and time trends in human contact patterns from coarse contact data: The Bayesian rate consistency model. - Shozen Dan; Yu Chen; Yining Chen; Mélodie Monod; Veronika K. Jaeger; Samir Bhatt; André Karch; Oliver Ratmann (PLoS Comput. Biol., 2023)

Deep Reinforcement Learning for Online Optimal Execution Strategies. - Alessandro Micheli; Mélodie Monod (CoRR, 2024)

TorchSurv: A Lightweight Package for Deep Survival Analysis. - Mélodie Monod; Peter Krusche; Qian Cao; Berkman Sahiner; Nicholas Petrick; David Ohlssen; Thibaud Coroller (J. Open Source Softw., 2024)

Diffusion Models for Inverse Problems in the Exponential Family. - Alessandro Micheli; Mélodie Monod; Samir Bhatt (CoRR, 2025)

NeuralSurv: Deep Survival Analysis with Bayesian Uncertainty Quantification. - Mélodie Monod; Alessandro Micheli; Samir Bhatt (CoRR, 2025)