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researcher

H. Avron

53 papers hereh-index 253.1k citations101 works total

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

author position
  • first author12
  • middle author17
  • last author23

Across the 52 of 53 papers where every author was matched, so the position is known.

fields
  • math.NA18
  • cs.LG16
  • cs.DS7
  • stat.ML5
  • math.OC3
  • quant-ph2

identity via Semantic Scholar / OpenAlex

activity
20092026
most citedRandom Fourier Features for Kernel Ridge Regression: Approximation Bounds and Statistical Guarantees

82 citations · 359 across the 49 of their papers we have counts for

collaborators
Showing 2016 · math.NAShow all

1 paper · 2 filters

math.NA2016★ 4 cited

Faster Kernel Ridge Regression Using Sketching and Preconditioning

Haim Avron, Kenneth L. Clarkson, David P. Woodruff

Kernel Ridge Regression (KRR) is a simple yet powerful technique for non-parametric regression whose computation amounts to solving a linear system. This system is usually dense an…

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