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Gabriel Peyré
Gabriel Peyré
CNRS, DMA, Ecole Normale Supérieure
Verifierad e-postadress på ens.fr - Startsida
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Computational optimal transport: With applications to data science
G Peyré, M Cuturi
Foundations and Trends® in Machine Learning 11 (5-6), 355-607, 2019
37962019
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
8972015
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
7862012
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
7482015
Learning generative models with sinkhorn divergences
A Genevay, G Peyré, M Cuturi
International Conference on Artificial Intelligence and Statistics, 1608-1617, 2018
7222018
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
5932015
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
5922019
Stochastic optimization for large-scale optimal transport
A Genevay, M Cuturi, G Peyré, F Bach
Advances in neural information processing systems 29, 2016
5392016
Non-local regularization of inverse problems
G Peyré, S Bougleux, L Cohen
Computer Vision–ECCV 2008: 10th European Conference on Computer Vision …, 2008
4712008
A generalized forward-backward splitting
H Raguet, J Fadili, G Peyré
SIAM Journal on Imaging Sciences 6 (3), 1199-1226, 2013
4492013
Gromov-wasserstein averaging of kernel and distance matrices
G Peyré, M Cuturi, J Solomon
International conference on machine learning, 2664-2672, 2016
4232016
Scaling algorithms for unbalanced optimal transport problems
L Chizat, G Peyré, B Schmitzer, FX Vialard
Mathematics of Computation 87 (314), 2563-2609, 2018
3772018
Exact support recovery for sparse spikes deconvolution
V Duval, G Peyré
Foundations of Computational Mathematics 15 (5), 1315-1355, 2015
3372015
Unbalanced optimal transport: Dynamic and Kantorovich formulations
L Chizat, G Peyré, B Schmitzer, FX Vialard
Journal of Functional Analysis 274 (11), 3090-3123, 2018
332*2018
Universal invariant and equivariant graph neural networks
N Keriven, G Peyré
Advances in Neural Information Processing Systems 32, 2019
3192019
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
3162019
Surface compression with geometric bandelets
G Peyré, S Mallat
ACM Transactions on Graphics (TOG) 24 (3), 601-608, 2005
2892005
Geodesic remeshing using front propagation
G Peyré, LD Cohen
International Journal of Computer Vision 69, 145-156, 2006
2862006
Manifold models for signals and images
G Peyré
Computer vision and image understanding 113 (2), 249-260, 2009
2792009
Regularized discrete optimal transport
S Ferradans, N Papadakis, G Peyré, JF Aujol
SIAM Journal on Imaging Sciences 7 (3), 1853-1882, 2014
2652014
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Artiklar 1–20