Elsa Cazelles

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 10

Top Topics

Low Dimensional

Chronic Obstructive Pulmonary Disease

Top Venues

IEEE Trans. Signal Process.

SIAM J. Math. Anal.

Publications

Erell Gachon, Jérémie Bigot, Elsa Cazelles, Aguirre Mimoun, Jean-Philippe Vial
Low dimensional representation of multi-patient flow cytometry datasets using optimal transport for minimal residual disease detection in leukemia. CoRR (2024)
Felipe A. Tobar, Elsa Cazelles, Taco de Wolff
Computationally-efficient initialisation of GPs: The generalised variogram method. Trans. Mach. Learn. Res. 2023 (2023)
Felipe A. Tobar, Elsa Cazelles, Taco de Wolff
Computationally-efficient initialisation of GPs: The generalised variogram method. CoRR (2022)
Elsa Cazelles, Felipe A. Tobar, Joaquín Fontbona
Streaming computation of optimal weak transport barycenters. CoRR (2021)
Elsa Cazelles, Felipe A. Tobar, Joaquín Fontbona
A novel notion of barycenter for probability distributions based on optimal weak mass transport. NeurIPS (2021)
Elsa Cazelles, Arnaud Robert, Felipe A. Tobar
The Wasserstein-Fourier Distance for Stationary Time Series. IEEE Trans. Signal Process. 69 (2021)
Elsa Cazelles, Arnaud Robert, Felipe A. Tobar
The Wasserstein-Fourier Distance for Stationary Time Series. CoRR (2019)
Jérémie Bigot, Elsa Cazelles, Nicolas Papadakis
Penalization of Barycenters in the Wasserstein Space. SIAM J. Math. Anal. 51 (3) (2019)
Elsa Cazelles, Vivien Seguy, Jérémie Bigot, Marco Cuturi, Nicolas Papadakis
Geodesic PCA versus Log-PCA of Histograms in the Wasserstein Space. SIAM J. Sci. Comput. 40 (2) (2018)
Elsa Cazelles, Jérémie Bigot, Nicolas Papadakis
Regularized Barycenters in the Wasserstein Space. GSI (2017)