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M. Kapralov

35 papers hereh-index 322.8k citations64 works total

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

author position
  • sole author4
  • first author12
  • middle author18

Across the 34 of 35 papers where every author was matched, so the position is known.

fields
  • cs.DS30
  • cs.DC1
  • cs.LG1
  • cs.NI1
  • math-ph1
  • stat.ML1
same name
  • M. Kapralov — 3 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20082026
most citedRandom Fourier Features for Kernel Ridge Regression: Approximation Bounds and Statistical Guarantees

82 citations · 187 across the 27 of their papers we have counts for

collaborators
Showing 2016 · cs.DSShow all

2 papers · 2 filters

cs.DS2016★ 2 cited

How to Fake Multiply by a Gaussian Matrix

Michael Kapralov, Vamsi K. Potluru, David P. Woodruff

Have you ever wanted to multiply an n×d matrix X, with n≫d, on the left by an m×n matrix G~ of i.i.d. Gaussian random variables, but could not aff…

cs.DS2016★ 3 cited

Sparse Fourier Transform in Any Constant Dimension with Nearly-Optimal Sample Complexity in Sublinear Time

Michael Kapralov

We consider the problem of computing a k-sparse approximation to the Fourier transform of a length N signal. Our main result is a randomized algorithm for computing such an app…

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