Gabriel Peyré

Clarice Poon, Nicolas Keriven, Gabriel Peyré:
A Dual Certificates Analysis of Compressive Off-the-Grid Recovery. CoRR abs/1802.08464 (2018)

Clarice Poon, Nicolas Keriven, Gabriel Peyré:
Support Localization and the Fisher Metric for off-the-grid Sparse Regularization. CoRR abs/1810.03340 (2018)

Marco Cuturi, Gabriel Peyré:
Semi-dual Regularized Optimal Transport. CoRR abs/1811.05527 (2018)

Gwendoline de Bie, Gabriel Peyré, Marco Cuturi:
Stochastic Deep Networks. CoRR abs/1811.07429 (2018)

Jalal Fadili, Jérôme Malick, Gabriel Peyré:
Sensitivity Analysis for Mirror-Stratifiable Convex Functions. CoRR abs/1707.03194 (2017)

Morgan A. Schmitz, Matthieu Heitz, Nicolas Bonneel, Fred Maurice Ngolè Mboula, David Coeurjolly, Marco Cuturi, Gabriel Peyré, Jean-Luc Starck:
Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning. CoRR abs/1708.01955 (2017)

Paul Catala, Vincent Duval, Gabriel Peyré:
A Low-Rank Approach to Off-The-Grid Sparse Deconvolution. CoRR abs/1712.08800 (2017)

Aude Genevay, Marco Cuturi, Gabriel Peyré, Francis R. Bach:
Stochastic Optimization for Large-scale Optimal Transport. CoRR abs/1605.08527 (2016)

Vinayak Abrol, O. Absil, Pierre-Antoine Absil, Sandrine Anthoine, Philippe Antoine, Thomas Arildsen, Nancy Bertin, Folkert Bleichrodt, Jérôme Bobin, Anne Bol, Antoine Bonnefoy, Francesco Caltagirone, Valerio Cambareri, Cecile Chenot, Vladimir S. Crnojevic, Marie Danková, Kévin Degraux, Jens Eisert, Mohamed-Jalal Fadili, Marylou Gabrié, Nicolas Gac, Daniele Giacobello, A. González, C. A. Gomez Gonzalez, Adriana Gonzalez, Pierre-Yves Gousenbourger, Mads Græsbøll Christensen, Rémi Gribonval, Stéphanie Guérit, Shaoguang Huang, P. Irofti, Laurent Jacques, Ulugbek S. Kamilov, S. Kiticc, Martin Kliesch, Florent Krzakala, John A. Lee, W. Liao, Tobias Lindstrøm Jensen, Andre Manoel, Hassan Mansour, Ali Mohammad-Djafari, Amirafshar Moshtaghpour, Fred Maurice Ngolè Mboula, B. Pairet, Marko Panic, Gabriel Peyré, Aleksandra Pizurica, Pavel Rajmic, M. Roblin, Ingo Roth, Anil Kumar Sao, Pulkit Sharma, Jean-Luc Starck, Eric W. Tramel, Toon van Waterschoot, Dejan Vukobratovic, L. Wang, Benedikt Wirth, Gerhard Wunder, H. Zhang:
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). CoRR abs/1609.04167 (2016)

Kévin Degraux, Gabriel Peyré, Jalal Fadili, Laurent Jacques:
Sparse Support Recovery with Non-smooth Loss Functions. CoRR abs/1611.01030 (2016)

Jonathan Vacher, Andrew Isaac Meso, Laurent U. Perrinet, Gabriel Peyré:
Bayesian Modeling of Motion Perception using Dynamical Stochastic Textures. CoRR abs/1611.01390 (2016)

Gabriel Peyré, Lenaïc Chizat, François-Xavier Vialard, Justin Solomon:
Quantum Optimal Transport for Tensor Field Processing. CoRR abs/1612.08731 (2016)

Vincent Duval, Gabriel Peyré:
Sparse Spikes Deconvolution on Thin Grids. CoRR abs/1503.08577 (2015)

Alexandre Gramfort, Gabriel Peyré, Marco Cuturi:
Fast Optimal Transport Averaging of Neuroimaging Data. CoRR abs/1503.08596 (2015)

Quentin Denoyelle, Vincent Duval, Gabriel Peyré:
Support Recovery for Sparse Deconvolution of Positive Measures. CoRR abs/1506.08264 (2015)

Jonathan Vacher, Andrew Isaac Meso, Laurent U. Perrinet, Gabriel Peyré:
Biologically Inspired Dynamic Textures for Probing Motion Perception. CoRR abs/1511.02705 (2015)

Samuel Vaiter, Charles-Alban Deledalle, Gabriel Peyré, Jalal Fadili, Charles Dossal:
The Degrees of Freedom of Partly Smooth Regularizers. CoRR abs/1404.5557 (2014)

Samuel Vaiter, Gabriel Peyré, Jalal Fadili:
Partly Smooth Regularization of Inverse Problems. CoRR abs/1405.1004 (2014)

Samuel Vaiter, Gabriel Peyré, Jalal Fadili:
Low Complexity Regularization of Linear Inverse Problems. CoRR abs/1407.1598 (2014)

Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic:
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR abs/1410.0719 (2014)

Mohamed-Jalal Fadili, Gabriel Peyré, Samuel Vaiter, Charles-Alban Deledalle, Joseph Salmon:
Stable Recovery with Analysis Decomposable Priors. CoRR abs/1304.4407 (2013)

Samuel Vaiter, Gabriel Peyré, Jalal Fadili:
Robust Polyhedral Regularization. CoRR abs/1304.6033 (2013)

Vincent Duval, Gabriel Peyré:
Exact Support Recovery for Sparse Spikes Deconvolution. CoRR abs/1306.6909 (2013)

Samuel Vaiter, Mohammad Golbabaee, Jalal Fadili, Gabriel Peyré:
Model Selection with Piecewise Regular Gauges. CoRR abs/1307.2342 (2013)

Sira Ferradans, Nicolas Papadakis, Gabriel Peyré, Jean-François Aujol:
Regularized Discrete Optimal Transport. CoRR abs/1307.5551 (2013)

Charles-Alban Deledalle, Samuel Vaiter, Gabriel Peyré, Jalal Fadili, Charles Dossal:
Risk estimation for matrix recovery with spectral regularization. CoRR abs/1205.1482 (2012)

Samuel Vaiter, Charles-Alban Deledalle, Gabriel Peyré, Jalal Fadili, Charles Dossal:
The degrees of freedom of the Group Lasso for a General Design. CoRR abs/1212.6478 (2012)

Charles Dossal, Marie-Line Chabanol, Gabriel Peyré, Jalal Fadili:
Sharp Support Recovery from Noisy Random Measurements by L1 minimization. CoRR abs/1101.1577 (2011)

Laurent Jacques, Laurent Duval, Caroline Chaux, Gabriel Peyré:
A Panorama on Multiscale Geometric Representations, Intertwining Spatial, Directional and Frequency Selectivity. CoRR abs/1101.5320 (2011)

Samuel Vaiter, Gabriel Peyré, Charles Dossal, Jalal Fadili:
Robust Sparse Analysis Regularization. CoRR abs/1109.6222 (2011)

Charles Dossal, Maher Kachour, Jalal Fadili, Gabriel Peyré, Christophe Chesneau:
The degrees of freedom of penalized l1 minimization. CoRR abs/1111.1162 (2011)