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Isao Ishikawa

38 papers hereh-index 12501 citations50 works total

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

author position
  • sole author2
  • first author4
  • middle author30
  • last author2

Across the 38 of 38 papers where every author was matched, so the position is known.

fields
  • cs.LG18
  • math.FA6
  • stat.ML6
  • math.DS5
  • math.NT2
  • cs.DM1
same name
  • Isao Ishikawa — 7 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
20142026
most citedCoupling-based Invertible Neural Networks Are Universal Diffeomorphism Approximators

40 citations · 139 across the 37 of their papers we have counts for

collaborators
Showing 2018Show all

3 papers · 1 filter

math.NT2018★ 3 cited

Gamma factors for Asai representations of GL2​

Shih-Yu Chen, Yao Cheng, Isao Ishikawa

Let E be a quadratic semisimple extension of a local field F of characteristic zero. We determine explicit relation between gamma factors for Asai representations of $R_{E/F}{\…

stat.ML2018★ 12 cited

Metric on Nonlinear Dynamical Systems with Perron-Frobenius Operators

Isao Ishikawa, Keisuke Fujii, Masahiro Ikeda +2

The development of a metric for structural data is a long-term problem in pattern recognition and machine learning. In this paper, we develop a general metric for comparing nonline…

stat.ML2018★ 3 cited

The global optimum of shallow neural network is attained by ridgelet transform

Sho Sonoda, Isao Ishikawa, Masahiro Ikeda +4

We prove that the global minimum of the backpropagation (BP) training problem of neural networks with an arbitrary nonlinear activation is given by the ridgelet transform. A series…

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