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Vivien Seguy
Vivien Seguy
PhD in Machine Learning, Kyoto University
Bestätigte E-Mail-Adresse bei iip.ist.i.kyoto-u.ac.jp - Startseite
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Pot: Python optimal transport
R Flamary, N Courty, A Gramfort, MZ Alaya, A Boisbunon, S Chambon, ...
Journal of Machine Learning Research 22 (78), 1-8, 2021
9322021
Large-Scale Optimal Transport and Mapping Estimation
V Seguy, BB Damodaran, R Flamary, N Courty, A Rolet, M Blondel
6th International Conference on Learning Representations, 2018
2652018
Smooth and sparse optimal transport
M Blondel, V Seguy, A Rolet
International conference on artificial intelligence and statistics, 880-889, 2018
2062018
Principal geodesic analysis for probability measures under the optimal transport metric
V Seguy, M Cuturi
Advances in Neural Information Processing Systems 28, 2015
1042015
Fast flow-based algorithm for creating density-equalizing map projections
MT Gastner, V Seguy, P More
Proceedings of the National Academy of Sciences 115 (10), E2156-E2164, 2018
722018
Geodesic PCA versus log-PCA of histograms in the Wasserstein space
E Cazelles, V Seguy, J Bigot, M Cuturi, N Papadakis
SIAM Journal on Scientific Computing 40 (2), B429-B456, 2018
71*2018
An entropic optimal transport loss for learning deep neural networks under label noise in remote sensing images
BB Damodaran, R Flamary, V Seguy, N Courty
Computer Vision and Image Understanding 191, 102863, 2020
442020
Blind source separation with optimal transport non-negative matrix factorization
A Rolet, V Seguy, M Blondel, H Sawada
EURASIP Journal on Advances in Signal Processing 2018, 1-16, 2018
202018
Systems and methods for estimating time of flight for an acoustic wave
HP Valero, V Seguy
US Patent 10,401,523, 2019
132019
Fast optimal transport regularized projection and application to coefficient shrinkage and filtering
A Rolet, V Seguy
The Visual Computer 38 (2), 477-491, 2022
52022
Measure Transport Approaches for Data Visualization and Learning
VPF SEGUY
Kyoto University, 2018
2018
PNAS PLUS
MT Gastner, V Seguy, P More
PNAS 115 (10), 2275-2281, 2018
2018
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