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researcher

A. Cloninger

23 papers hereh-index 152.8k citations69 works total

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

author position
  • sole author1
  • first author8
  • middle author6
  • last author8

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • stat.ML8
  • eess.SP2
  • cs.DM1
  • math.NA1
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedA witness function based construction of discriminative models using Hermite polynomials

2 citations · 4 across the 12 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

math.NA2026

Spectral Bounds for Kernel Quadrature

A. Cloninger, Q. T. Le Gia, H. N. Mhaskar

A bottleneck in the theory of kernel methods in machine learning is the storage requirement. To ameliorate this, a standard trick is to replace the kernel with an explicit feature…

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