Regularized Barycenters in the Wasserstein Space. - Elsa Cazelles; Jérémie Bigot; Nicolas Papadakis (GSI, 2017)

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)

Penalization of Barycenters in the Wasserstein Space. - Jérémie Bigot; Elsa Cazelles; Nicolas Papadakis (SIAM J. Math. Anal., 2019)

A novel notion of barycenter for probability distributions based on optimal weak mass transport. - Elsa Cazelles; Felipe A. Tobar; Joaquín Fontbona (NeurIPS, 2021)

Streaming computation of optimal weak transport barycenters. - Elsa Cazelles; Felipe A. Tobar; Joaquín Fontbona (CoRR, 2021)

The Wasserstein-Fourier Distance for Stationary Time Series. - Elsa Cazelles; Arnaud Robert; Felipe A. Tobar (IEEE Trans. Signal Process., 2021)

Computationally-efficient initialisation of GPs: The generalised variogram method. - Felipe A. Tobar; Elsa Cazelles; Taco de Wolff (Trans. Mach. Learn. Res., 2023)

Low dimensional representation of multi-patient flow cytometry datasets using optimal transport for minimal residual disease detection in leukemia. - Erell Gachon; Jérémie Bigot; Elsa Cazelles; Aguirre Mimoun; Jean-Philippe Vial (CoRR, 2024)

Audio signal interpolation using optimal transportation of spectrograms. - David Valdivia; Marien Renaud; Elsa Cazelles; Cédric Févotte (SSP, 2025)

Scalable and consistent embedding of probability measures into Hilbert spaces via measure quantization. - Erell Gachon; Elsa Cazelles; Jérémie Bigot (CoRR, 2025)

On the Wasserstein Geodesic Principal Component Analysis of probability measures. - Nina Vesseron; Elsa Cazelles; Alice Le Brigant; Thierry Klein (CoRR, 2025)