Search Results for author: Andersen Man Shun Ang

Found 2 papers, 0 papers with code

Accelerating Block Coordinate Descent for Nonnegative Tensor Factorization

no code implementations13 Jan 2020 Andersen Man Shun Ang, Jeremy E. Cohen, Nicolas Gillis, Le Thi Khanh Hien

This paper is concerned with improving the empirical convergence speed of block-coordinate descent algorithms for approximate nonnegative tensor factorization (NTF).

Accelerating Nonnegative Matrix Factorization Algorithms using Extrapolation

no code implementations17 May 2018 Andersen Man Shun Ang, Nicolas Gillis

In this paper, we propose a general framework to accelerate significantly the algorithms for nonnegative matrix factorization (NMF).

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