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Wasserstein Dictionary Learning: Optimal Transport-Based Unsupervised Nonlinear Dictionary Learning

  • Published:2018-01 Issue:1 Volume:11 Page:643-678
  • ISSN:1936-4954
  • Container-title:SIAM Journal on Imaging Sciences
  • language:en
  • Short-container-title:SIAM J. Imaging Sci.

Author:

Schmitz Morgan A.,Heitz Matthieu,Bonneel Nicolas,Ngolè Fred,Coeurjolly David,Cuturi Marco,Peyré Gabriel,Starck Jean-Luc

Funder

European Community

Agence Nationale de la Recherche

Centre National d’Etudes Spatiales

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Applied Mathematics,General Mathematics

Cited by 64 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Augmented projection Wasserstein distances: Multi-dimensional projection with neural surface;Journal of Statistical Planning and Inference;2024-12

2. Metric property of quantum Wasserstein divergences;Physical Review A;2024-08-07

3. Hyperspectral Image Clustering Via Learned Representation In Wasserstein Space;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07

4. Nonlinear Unmixing of Hyperspectral Images via Regularized Wasserstein Dictionary Learning;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07

5. An Integer Program for Pricing Support Points of Exact Barycenters;INFORMS Journal on Optimization;2024-04
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