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Jeremy E. Cohen

Efficient Algorithms for Regularized Nonnegative Scale-invariant Low-rank Approximation Models

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Mar 27, 2024
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Dictionary-based Low-Rank Approximations and the Mixed Sparse Coding problem

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Nov 24, 2021
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An AO-ADMM approach to constraining PARAFAC2 on all modes

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Oct 04, 2021
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PARAFAC2 AO-ADMM: Constraints in all modes

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Feb 03, 2021
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A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations with Linear Couplings

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Jul 19, 2020
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Sparse Separable Nonnegative Matrix Factorization

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Jun 13, 2020
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Accelerating Block Coordinate Descent for Nonnegative Tensor Factorization

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Jan 13, 2020
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Nonnegative PARAFAC2: a flexible coupling approach

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Feb 14, 2018
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