Search Results for author: Atharva Awari

Found 1 papers, 1 papers with code

Accelerated Algorithms for Nonlinear Matrix Decomposition with the ReLU function

1 code implementation15 May 2023 Giovanni Seraghiti, Atharva Awari, Arnaud Vandaele, Margherita Porcelli, Nicolas Gillis

In this paper, we study the following nonlinear matrix decomposition (NMD) problem: given a sparse nonnegative matrix $X$, find a low-rank matrix $\Theta$ such that $X \approx f(\Theta)$, where $f$ is an element-wise nonlinear function.

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