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researcher

John Svadlenka

8 papers hereh-index 465 citations22 works total

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

author position
  • middle author6
  • last author1

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • math.NA8

identity via Semantic Scholar / OpenAlex

activity
20162019
most citedCUR Low Rank Approximation of a Matrix at Sublinear Cost

6 citations · 22 across the 8 of their papers we have counts for

collaborators
Showing 2016Show all

2 papers · 1 filter

math.NA2016

Superfast Low-Rank Approximation and Least Squares Regression

Victor Y. Pan, Qi Luan, John Svadlenka +1

Low Rank Approximation is among most fundamental subjects of numerical linear algebra having important applications to various areas of modern computing and %they range from machin…

math.NA2016

Fast Derandomized Low-rank Approximation and Extensions

Victor Pan, John Svadlenka, Liang Zhao

Low-rank approximation of a matrix by means of structured random sampling has been consistently efficient in its extensive empirical studies around the globe, but adequate formal s…

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