Search Results for author: Palina Salanevich

Found 3 papers, 1 papers with code

On audio enhancement via online non-negative matrix factorization

1 code implementation7 Oct 2021 Andrew Sack, Wenzhao Jiang, Michael Perlmutter, Palina Salanevich, Deanna Needell

We propose a method for noise reduction, the task of producing a clean audio signal from a recording corrupted by additive noise.

Denoising

Random Vector Functional Link Networks for Function Approximation on Manifolds

no code implementations30 Jul 2020 Deanna Needell, Aaron A. Nelson, Rayan Saab, Palina Salanevich, Olov Schavemaker

We provide a (corrected) rigorous proof that the Igelnik and Pao construction is a universal approximator for continuous functions on compact domains, with approximation error decaying asymptotically like $O(1/\sqrt{n})$ for the number $n$ of network nodes.

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