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researcher

Sho Sonoda

23 papers hereh-index 11701 citations47 works total

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

author position
  • sole author1
  • first author11
  • middle author8
  • last author3

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

fields
  • cs.LG16
  • quant-ph4
  • stat.ML2
  • cs.AI1
same name
  • Sho Sonoda — 5 papers, h 3
  • Sho Sonoda — 2 papers, h 1

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
20172026
most citedTransportation analysis of denoising autoencoders: a novel method for analyzing deep neural networks

5 citations · 21 across the 16 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

stat.ML2019

Fast Approximation and Estimation Bounds of Kernel Quadrature for Infinitely Wide Models

Sho Sonoda

An infinitely wide model is a weighted integration ∫φ(x,v)dμ(v) of feature maps. This model excels at handling an infinite number of features, and thus it has been adopted…

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