Elsa Cazelles

17 papers A* 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient Gaussian process learning via subspace projections.
CoRR
Elsa Cazelles, Felipe Tobar
2026 J jnl
PCA of probability measures: Sparse and Dense sampling regimes.
CoRR
Erell Gachon, Jérémie Bigot, Elsa Cazelles
2025 — conf
Audio signal interpolation using optimal transportation of spectrograms.
SSP
David Valdivia, Marien Renaud, Elsa Cazelles, Cédric Févotte
2025 J jnl
Audio signal interpolation using optimal transportation of spectrograms.
CoRR
David Valdivia, Marien Renaud, Elsa Cazelles, Cédric Févotte
2025 J jnl
Busemann Functions in the Wasserstein Space: Existence, Closed-Forms, and Applications to Slicing.
CoRR
Clément Bonet, Elsa Cazelles, Lucas Drumetz, Nicolas Courty
2025 J jnl
On the Wasserstein Geodesic Principal Component Analysis of probability measures.
CoRR
Nina Vesseron, Elsa Cazelles, Alice Le Brigant, Thierry Klein
2025 J jnl
Scalable and consistent embedding of probability measures into Hilbert spaces via measure quantization.
CoRR
Erell Gachon, Elsa Cazelles, Jérémie Bigot
2024 J jnl
Low dimensional representation of multi-patient flow cytometry datasets using optimal transport for minimal residual disease detection in leukemia.
CoRR
Erell Gachon, Jérémie Bigot, Elsa Cazelles, Aguirre Mimoun, Jean-Philippe Vial
2023 J jnl
Computationally-efficient initialisation of GPs: The generalised variogram method.
Trans. Mach. Learn. Res.
Felipe A. Tobar, Elsa Cazelles, Taco de Wolff
2022 J jnl
Computationally-efficient initialisation of GPs: The generalised variogram method.
CoRR
Felipe A. Tobar, Elsa Cazelles, Taco de Wolff
2021 A* conf
A novel notion of barycenter for probability distributions based on optimal weak mass transport.
NeurIPS
Elsa Cazelles, Felipe A. Tobar, Joaquín Fontbona
2021 J jnl
Streaming computation of optimal weak transport barycenters.
CoRR
Elsa Cazelles, Felipe A. Tobar, Joaquín Fontbona
2021 J jnl
The Wasserstein-Fourier Distance for Stationary Time Series.
IEEE Trans. Signal Process.
Elsa Cazelles, Arnaud Robert, Felipe A. Tobar
2019 J jnl
Penalization of Barycenters in the Wasserstein Space.
SIAM J. Math. Anal.
Jérémie Bigot, Elsa Cazelles, Nicolas Papadakis
2019 J jnl
The Wasserstein-Fourier Distance for Stationary Time Series.
CoRR
Elsa Cazelles, Arnaud Robert, Felipe A. Tobar
2018 J jnl
Geodesic PCA versus Log-PCA of Histograms in the Wasserstein Space.
SIAM J. Sci. Comput.
Elsa Cazelles, Vivien Seguy, Jérémie Bigot, Marco Cuturi, Nicolas Papadakis
2017 — conf
Regularized Barycenters in the Wasserstein Space.
GSI
Elsa Cazelles, Jérémie Bigot, Nicolas Papadakis