Elsa Cazelles

According to our database, Elsa Cazelles authored at least 7 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Computationally-efficient initialisation of GPs: The generalised variogram method.

Felipe A. Tobar, Elsa Cazelles, Taco de Wolff

Trans. Mach. Learn. Res., 2023

2021

The Wasserstein-Fourier Distance for Stationary Time Series.

Elsa Cazelles, Arnaud Robert, Felipe A. Tobar

IEEE Trans. Signal Process., 2021

Streaming computation of optimal weak transport barycenters.

Elsa Cazelles, Felipe A. Tobar, Joaquín Fontbona

CoRR, 2021

A novel notion of barycenter for probability distributions based on optimal weak mass transport.

Elsa Cazelles, Felipe A. Tobar, Joaquín Fontbona

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Penalization of Barycenters in the Wasserstein Space.

Jérémie Bigot, Elsa Cazelles, Nicolas Papadakis

SIAM J. Math. Anal., 2019

2018

Geodesic PCA versus Log-PCA of Histograms in the Wasserstein Space.

Elsa Cazelles, Vivien Seguy, Jérémie Bigot, Marco Cuturi, Nicolas Papadakis

SIAM J. Sci. Comput., 2018

2017

Regularized Barycenters in the Wasserstein Space.

Elsa Cazelles, Jérémie Bigot, Nicolas Papadakis

Proceedings of the Geometric Science of Information - Third International Conference, 2017