Search Results for author: Roy Mitz

Found 2 papers, 1 papers with code

A Perturbation-Based Kernel Approximation Framework

2 code implementations7 Sep 2020 Roy Mitz, Yoel Shkolnisky

Various kernel approximation methods were proposed to overcome this issue, with the most prominent method being the Nystr{\"o}m method.

Dimensionality Reduction

ROIPCA: An online memory-restricted PCA algorithm based on rank-one updates

no code implementations25 Nov 2019 Roy Mitz, Yoel Shkolnisky

Principal components analysis (PCA) is a fundamental algorithm in data analysis.

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