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Simplex-Structured Matrix Factorization: Sparsity-Based Identifiability and Provably Correct Algorithms

  • Published:2021-01 Issue:2 Volume:3 Page:593-623
  • ISSN:2577-0187
  • Container-title:SIAM Journal on Mathematics of Data Science
  • language:en
  • Short-container-title:SIAM Journal on Mathematics of Data Science

Author:

Abdolali Maryam,Gillis NicolasORCID

Funder

H2020 European Research Council

Fonds De La Recherche Scientifique - FNRS

Fonds Wetenschappelijk Onderzoek

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Cited by 11 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. Quadratic Matrix Factorization With Applications to Manifold Learning;IEEE Transactions on Pattern Analysis and Machine Intelligence;2024-09

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

3. Checking the Sufficiently Scattered Condition Using a Global Non-Convex Optimization Software;IEEE Signal Processing Letters;2024

4. Smoothed separable nonnegative matrix factorization;Linear Algebra and its Applications;2023-11

5. Exact and Heuristic Methods for Simultaneous Sparse Coding;2023 31st European Signal Processing Conference (EUSIPCO);2023-09-04
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