no code implementations • 19 Mar 2023 • Vincent Brault, Émilie Devijver, Charlotte Laclau
In this paper we consider functional data with heterogeneity in time and in population.
no code implementations • ICML 2017 • Charlotte Laclau, Ievgen Redko, Basarab Matei, Younès Bennani, Vincent Brault
The proposed method uses the entropy regularized optimal transport between empirical measures defined on data instances and features in order to obtain an estimated joint probability density function represented by the optimal coupling matrix.