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Vivien Seguy
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2020 – today
- 2022
- [j5]Antoine Rolet
, Vivien Seguy:
Fast optimal transport regularized projection and application to coefficient shrinkage and filtering. Vis. Comput. 38(2): 477-491 (2022) - 2021
- [j4]Rémi Flamary, Nicolas Courty, Alexandre Gramfort, Mokhtar Z. Alaya
POT: Python Optimal Transport. J. Mach. Learn. Res. 22: 78:1-78:8 (2021) - 2020
- [j3]Bharath Bhushan Damodaran, Rémi Flamary
An Entropic Optimal Transport loss for learning deep neural networks under label noise in remote sensing images. Comput. Vis. Image Underst. 191: 102863 (2020)
2010 – 2019
- 2018
- [b1]Vivien Seguy:
Measure Transport Approaches for Data Visualization and Learning. Kyoto University, Japan, 2018 - [j2]Antoine Rolet
Blind source separation with optimal transport non-negative matrix factorization. EURASIP J. Adv. Signal Process. 2018: 53 (2018) - [j1]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) - [c3]Mathieu Blondel, Vivien Seguy, Antoine Rolet:
Smooth and Sparse Optimal Transport. AISTATS 2018: 880-889 - [c2]Vivien Seguy, Bharath Bhushan Damodaran, Rémi Flamary, Nicolas Courty, Antoine Rolet, Mathieu Blondel:
Large Scale Optimal Transport and Mapping Estimation. ICLR (Poster) 2018 - [i4]Antoine Rolet, Vivien Seguy, Mathieu Blondel, Hiroshi Sawada:
Blind Source Separation with Optimal Transport Non-negative Matrix Factorization. CoRR abs/1802.05429 (2018) - [i3]Michael T. Gastner, Vivien Seguy, Pratyush More:
Fast flow-based algorithm for creating density-equalizing map projections. CoRR abs/1802.07625 (2018) - [i2]Bharath Bhushan Damodaran, Rémi Flamary, Vivien Seguy, Nicolas Courty:
An Entropic Optimal Transport Loss for Learning Deep Neural Networks under Label Noise in Remote Sensing Images. CoRR abs/1810.01163 (2018) - 2017
- [i1]Mathieu Blondel, Vivien Seguy, Antoine Rolet:
Smooth and Sparse Optimal Transport. CoRR abs/1710.06276 (2017) - 2015
- [c1]Vivien Seguy, Marco Cuturi:
Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric. NIPS 2015: 3312-3320
Coauthor Index
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