Kimia Nadjahi | DeepAI

DeepAI AI Chat

Featured Co-authors

Alain Durmus
51 publications
Umut Şimşekli
51 publications
Nicolas Courty
46 publications
Soheil Kolouri
40 publications
Shahin Shahrampour
39 publications
Valentin De Bortoli
34 publications
Romain Laroche
29 publications
Alain Rakotomamonjy
28 publications
Remi Tachet des Combes
22 publications
Gustavo K. Rohde
22 publications
Lenaïc Chizat
19 publications

∙ 06/12/2023

Unbalanced Optimal Transport meets Sliced-Wasserstein

Optimal transport (OT) has emerged as a powerful framework to compare pr...

0 Thibault Séjourné, et al. ∙

∙ 06/07/2022

Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances

The Sliced-Wasserstein distance (SW) is a computationally efficient and ...

12 Ruben Ohana, et al. ∙

∙ 06/29/2021

Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections

The Sliced-Wasserstein distance (SW) is being increasingly used in machi...

0 Kimia Nadjahi, et al. ∙

∙ 03/12/2020

Statistical and Topological Properties of Sliced Probability Divergences

The idea of slicing divergences has been proven to be successful when co...

0 Kimia Nadjahi, et al. ∙

∙ 02/28/2020

Generalized Sliced Distances for Probability Distributions

Probability metrics have become an indispensable part of modern statisti...

0 Soheil Kolouri, et al. ∙

∙ 10/28/2019

Approximate Bayesian Computation with the Sliced-Wasserstein Distance

Approximate Bayesian Computation (ABC) is a popular method for approxima...

0 Kimia Nadjahi, et al. ∙

∙ 07/11/2019

Safe Policy Improvement with Soft Baseline Bootstrapping

Batch Reinforcement Learning (Batch RL) consists in training a policy us...

0 Kimia Nadjahi, et al. ∙

∙ 06/11/2019

Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance

Minimum expected distance estimation (MEDE) algorithms have been widely ...

0 Kimia Nadjahi, et al. ∙

∙ 02/01/2019

Generalized Sliced Wasserstein Distances

The Wasserstein distance and its variations, e.g., the sliced-Wasserstei...

0 Soheil Kolouri, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world