Papers
Dynamic Survival Analysis with Controlled Latent States.
Bleistein, L., Nguyen, V.T., Fermanian, A., Guilloux, A. (2024) in Proceedings of the 41st International Conference on Machine Learning
Multivariate Online Linear Regression for Hierarchical Forecasting.
Hihat, M., Garrigos, G., Fermanian, A., Bussy, S. (2023) preprint
Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation.
Surendran, S., Fermanian, A., Godichon-Baggioni, A., Le Corff, S. (2023) preprint
Online Inventory Problems: Beyond the iid Setting with Online Convex Optimization.
Hihat, M., Gaïffas, S., Garrigos, G., & Bussy, S. (2023) in Thirty-seventh Conference on Neural Information Processing Systems
Learning the Dynamics of Sparsely Observed Interacting Systems.
Bleistein, L., Fermanian, A., Jannot, A.S., Guilloux, A. (2023) in Proceedings of the 40th International Conference on Machine Learning
FLASH: a Fast joint model for Longitudinal And Survival data in High dimension.
Nguyen, V. T., Fermanian, A., Guilloux, A., Barbieri, A., Zohar, S., Jannot, A. S., Bussy, S. (2023) preprint
The insertion method to invert the signature of a path.
Fermanian, A., Chang, J., Lyons, T., Biau, G. (2023)
Population dynamics in fresh product markets with no posted prices.
Ellouze, A., Fernandez, B. (2023) preprint