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Gabriel Peyré
Gabriel Peyré
CNRS, DMA, Ecole Normale Supérieure
Adresse e-mail validée de ens.fr - Page d'accueil
Titre
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Année
Computational optimal transport: With applications to data science
G Peyré, M Cuturi
Foundations and Trends® in Machine Learning 11 (5-6), 355-607, 2019
25242019
Iterative Bregman projections for regularized transportation problems
JD Benamou, G Carlier, M Cuturi, L Nenna, G Peyré
SIAM Journal on Scientific Computing 37 (2), A1111-A1138, 2015
7812015
Convolutional wasserstein distances: Efficient optimal transportation on geometric domains
J Solomon, F De Goes, G Peyré, M Cuturi, A Butscher, A Nguyen, T Du, ...
ACM Transactions on Graphics (ToG) 34 (4), 1-11, 2015
6532015
Wasserstein barycenter and its application to texture mixing
J Rabin, G Peyré, J Delon, M Bernot
Scale Space and Variational Methods in Computer Vision: Third International …, 2012
6332012
Learning generative models with sinkhorn divergences
A Genevay, G Peyré, M Cuturi
International Conference on Artificial Intelligence and Statistics, 1608-1617, 2018
5602018
Non-local regularization of inverse problems
G Peyré, S Bougleux, L Cohen
Computer Vision–ECCV 2008: 10th European Conference on Computer Vision …, 2008
4522008
Stochastic optimization for large-scale optimal transport
A Genevay, M Cuturi, G Peyré, F Bach
Advances in neural information processing systems 29, 2016
4492016
Sliced and radon wasserstein barycenters of measures
N Bonneel, J Rabin, G Peyré, H Pfister
Journal of Mathematical Imaging and Vision 51, 22-45, 2015
4282015
Interpolating between optimal transport and mmd using sinkhorn divergences
J Feydy, T Séjourné, FX Vialard, S Amari, A Trouvé, G Peyré
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
4052019
A generalized forward-backward splitting
H Raguet, J Fadili, G Peyré
SIAM Journal on Imaging Sciences 6 (3), 1199-1226, 2013
4052013
Scaling algorithms for unbalanced optimal transport problems
L Chizat, G Peyré, B Schmitzer, FX Vialard
Mathematics of Computation 87 (314), 2563-2609, 2018
3722018
Exact support recovery for sparse spikes deconvolution
V Duval, G Peyré
Foundations of Computational Mathematics 15 (5), 1315-1355, 2015
3062015
Gromov-wasserstein averaging of kernel and distance matrices
G Peyré, M Cuturi, J Solomon
International conference on machine learning, 2664-2672, 2016
3052016
Surface compression with geometric bandelets
G Peyré, S Mallat
ACM Transactions on Graphics (TOG) 24 (3), 601-608, 2005
2942005
Geodesic remeshing using front propagation
G Peyré, LD Cohen
International Journal of Computer Vision 69, 145-156, 2006
2732006
Manifold models for signals and images
G Peyré
Computer vision and image understanding 113 (2), 249-260, 2009
2722009
Sample complexity of sinkhorn divergences
A Genevay, L Chizat, F Bach, M Cuturi, G Peyré
The 22nd international conference on artificial intelligence and statistics …, 2019
2402019
Unbalanced optimal transport: Dynamic and Kantorovich formulations
L Chizat, G Peyré, B Schmitzer, FX Vialard
Journal of Functional Analysis 274 (11), 3090-3123, 2018
237*2018
Universal invariant and equivariant graph neural networks
N Keriven, G Peyré
Advances in Neural Information Processing Systems 32, 2019
2292019
Regularized discrete optimal transport
S Ferradans, N Papadakis, G Peyré, JF Aujol
SIAM Journal on Imaging Sciences 7 (3), 1853-1882, 2014
2122014
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