Vivien Seguy

According to our database, Vivien Seguy authored at least 10 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Fast optimal transport regularized projection and application to coefficient shrinkage and filtering.

Antoine Rolet, Vivien Seguy

Vis. Comput., 2022

2021

POT: Python Optimal Transport.

Rémi Flamary, Nicolas Courty, Alexandre Gramfort, Mokhtar Z. Alaya, Aurélie Boisbunon, Stanislas Chambon, Laetitia Chapel, Adrien Corenflos, Kilian Fatras, Nemo Fournier, Léo Gautheron, Nathalie T. H. Gayraud, Hicham Janati, Alain Rakotomamonjy, Ievgen Redko, Antoine Rolet, Antony Schutz, Vivien Seguy, Danica J. Sutherland, Romain Tavenard, Alexander Tong, Titouan Vayer

J. Mach. Learn. Res., 2021

2020

An Entropic Optimal Transport loss for learning deep neural networks under label noise in remote sensing images.

Bharath Bhushan Damodaran, Rémi Flamary, Vivien Seguy, Nicolas Courty

Comput. Vis. Image Underst., 2020

2018

Measure Transport Approaches for Data Visualization and Learning.

Vivien Seguy

PhD thesis, 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

Blind source separation with optimal transport non-negative matrix factorization.

Antoine Rolet, Vivien Seguy, Mathieu Blondel, Hiroshi Sawada

EURASIP J. Adv. Signal Process., 2018

Fast flow-based algorithm for creating density-equalizing map projections.

Michael T. Gastner, Vivien Seguy, Pratyush More

CoRR, 2018

Large Scale Optimal Transport and Mapping Estimation.

Vivien Seguy, Bharath Bhushan Damodaran, Rémi Flamary, Nicolas Courty, Antoine Rolet, Mathieu Blondel

Proceedings of the 6th International Conference on Learning Representations, 2018

Smooth and Sparse Optimal Transport.

Mathieu Blondel, Vivien Seguy, Antoine Rolet

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2015

Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric.

Vivien Seguy, Marco Cuturi

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015