Papers
Online Policy Selection for Inventory Problems
Hihat, M., Fermanian, A. (2024) preprint
Theoretical Convergence Guarantees for Variational Autoencoders
Surendran, S., Godichon-Baggioni, A., & Corff, S. L. (2024) preprint
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. (2024) in Thirty-eighth Conference on Neural Information Processing Systems
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
An efficient joint model for high dimensional longitudinal and survival data via generic association features
Nguyen, V. T., Fermanian, A., Guilloux, A., Barbieri, A., Zohar, S., Jannot, A. S., Bussy, S. (2024). Biometrics 80(4), ujae149.
The insertion method to invert the signature of a path
Fermanian, A., Chang, J., Lyons, T., Biau, G. (2024). In: Barigozzi, M., Hörmann, S., Paindaveine, D. (eds) Recent Advances in Econometrics and Statistics. Springer, Cham.
Dynamics of Buyer Populations in Fresh Product Markets
Ellouze, A., Fernandez, B. (2024). Journal of Nonlinear Science, 34(5), 92.