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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 2020 · stat.MLShow all

1 paper · 2 filters

stat.ML2020

Scaling up Kernel Ridge Regression via Locality Sensitive Hashing

Michael Kapralov, Navid Nouri, Ilya Razenshteyn +2

Random binning features, introduced in the seminal paper of Rahimi and Recht (2007), are an efficient method for approximating a kernel matrix using locality sensitive hashing. Ran…

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