2 papers
stat.ML2021
Convergence of GANs Training: A Game and Stochastic Control Methodology
Othmane Mounjid, Xin Guo
Training generative adversarial networks (GANs) is known to be difficult, especially for financial time series. This paper first analyzes the well-posedness problem in GANs minimax…
math.AP2016
Elasticae and inradius
Antoine Henrot, Othmane Mounjid
The elastic energy of a planar convex body is defined by $E(\Om)=\frac 12\,\int\_{\partial\Om} k^2(s)\,ds$where is the curvature of the boundary. In this paper we are intere…