l21-norm

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neel-dey /robustNTF

PyTorch implementation of Robust Non-negative Tensor Factorization appearing in N. Dey, et al., "Robust Non-negative Tensor Factorization, Diffeomorphic Motion Correction and Functional Statistics to Understand Fixation in Fluorescence Microscopy".

pytorch tensor-factorization robust-optimization nonnegativity-constraints non-negative-matrix-factorization parafac beta-divergence majorize-minimization l21-norm non-negative-tensor-factorization

UpdatedNov 12, 2023
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alejandrods /Analysis-of-the-robustness-of-NMF-algorithms

Star11

Analysis of the robustness of non-negative matrix factorization (NMF) techniques: L2-norm, L1-norm, and L2,1-norm

python nlp data-science machine-learning deep-learning matrix-factorization image-classification noise factorization nmf l2-regularization robustness non-negative-matrix-factorization l1-norm l2-norm l21-norm

UpdatedJun 7, 2021
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