Unbalanced Optimal Transport through Non-negative Penalized Linear
Regression

Unbalanced Optimal Transport through Non-negative Penalized Linear Regression

8 June 2021

Laetitia Chapel

Cédric Févotte

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Papers citing "Unbalanced Optimal Transport through Non-negative Penalized Linear Regression"

19 / 19 papers shown

Title
Audio signal interpolation using optimal transportation of spectrograms David Valdivia Marien Renaud Elsa Cazelles Cédric Févotte OT 72 0 0 21 Feb 2025
Fast Unbalanced Optimal Transport on a Tree Ryoma Sato M. Yamada H. Kashima OT 51 26 0 04 Jun 2020
Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form H. Janati Boris Muzellec Gabriel Peyré Marco Cuturi OT 113 86 0 03 Jun 2020
Sinkhorn Divergences for Unbalanced Optimal Transport Thibault Séjourné Jean Feydy Franccois-Xavier Vialard A. Trouvé Gabriel Peyré OT 78 74 0 28 Oct 2019
GOT: An Optimal Transport framework for Graph comparison Hermina Petric Maretic Mireille El Gheche Giovanni Chierchia P. Frossard OT 134 119 0 05 Jun 2019
Optimal Transport for structured data with application on graphs Titouan Vayer Laetitia Chapel Rémi Flamary R. Tavenard Nicolas Courty OT 68 274 0 23 May 2018
Celer: a Fast Solver for the Lasso with Dual Extrapolation Mathurin Massias Alexandre Gramfort Joseph Salmon 74 72 0 21 Feb 2018
Smooth and Sparse Optimal Transport Mathieu Blondel Vivien Seguy Antoine Rolet OT 61 175 0 17 Oct 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 283 8,904 0 25 Aug 2017
Multilevel Clustering via Wasserstein Means Nhat Ho X. Nguyen Mikhail Yurochkin Hung Bui Viet Huynh Dinh Q. Phung 58 148 0 13 Jun 2017
Optimal Transport for Domain Adaptation Nicolas Courty Rémi Flamary D. Tuia A. Rakotomamonjy OT OOD 145 1,121 0 02 Jul 2015
Learning with a Wasserstein Loss Charlie Frogner Chiyuan Zhang H. Mobahi Mauricio Araya-Polo T. Poggio 62 602 0 17 Jun 2015
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives Aaron Defazio Francis R. Bach Simon Lacoste-Julien ODL 133 1,826 0 01 Jul 2014
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 215 4,277 0 04 Jun 2013
Lasso Screening Rules via Dual Polytope Projection Jie Wang Peter Wonka Jieping Ye 98 240 0 16 Nov 2012
Complexity Analysis of the Lasso Regularization Path Julien Mairal Bin Yu 224 129 0 01 May 2012
Algorithms for nonnegative matrix factorization with the beta-divergence Cédric Févotte Jérôme Idier 120 803 0 08 Oct 2010
Safe Feature Elimination for the LASSO and Sparse Supervised Learning Problems L. Ghaoui V. Viallon T. Rabbani 94 173 0 21 Sep 2010
Enhancing Sparsity by Reweighted L1 Minimization Emmanuel J. Candes M. Wakin Stephen P. Boyd 215 5,041 0 10 Nov 2007