Papers
See also my Google scholar page.
My research lies in machine learning with focus on…
Hawkes processes (Miguel's PhD thesis)
Generative adversarial networks (Ugo's PhD thesis)
Approximating Lipschitz continuous functions with GroupSort neural networks (2021),
G. Biau, M. Sangnier, U. Tanielian.
International Conference on Artificial Intelligence and Statistics (AISTATS).
Some theoretical insights into Wasserstein GANs (2021),
G. Biau, M. Sangnier, U. Tanielian.
Journal of Machine Learning Research.
Some Theoretical Properties of GANs (2020),
G. Biau, B. Cadre, M. Sangnier, U. Tanielian.
The Annals of Statistics.
Regression and classification
Fluid flows
Signal recognition
Polarimetric images
