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researcher

Roy Mitz

3 papers hereh-index 317 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20172020
most citedA Perturbation-Based Kernel Approximation Framework

2 citations · 2 across the 2 of their papers we have counts for

collaborators
Showing 2019 · cs.LGShow all

1 paper · 2 filters

cs.LG2019

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

Roy Mitz, Yoel Shkolnisky

Principal components analysis (PCA) is a fundamental algorithm in data analysis. Its memory-restricted online versions are useful in many modern applications, where the data are to…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.