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researcher

Bharath K. Sriperumbudur

60 papers hereh-index 358.3k citations117 works total

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

author position
  • sole author1
  • first author8
  • middle author22
  • last author27

Across the 58 of 60 papers where every author was matched, so the position is known.

fields
  • stat.ML26
  • math.ST24
  • cs.LG4
  • cs.IT1
  • math.AP1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20072026
most citedEquivalence of distance-based and RKHS-based statistics in hypothesis testing

602 citations · 2k across the 59 of their papers we have counts for

collaborators
Showing 2015 · math.STShow all

1 paper · 2 filters

math.ST2015★ 44 cited

Optimal Rates for Random Fourier Features

Bharath K. Sriperumbudur, Zoltan Szabo

Kernel methods represent one of the most powerful tools in machine learning to tackle problems expressed in terms of function values and derivatives due to their capability to repr…

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