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Takuya Isomura

8 papers hereh-index 15836 citations50 works total

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

author position
  • sole author2
  • first author2
  • middle author3
  • last author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • q-bio.NC2
  • stat.ML2
  • cond-mat.dis-nn1
  • cs.CC1
  • cs.NE1
  • nlin.AO1
same name
  • Takuya Isomura — 3 papers, h 2
  • Takuya Isomura — 2 papers, h 4

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
20182021
most citedDimensionality reduction to maximize prediction generalization capability

22 citations · 30 across the 8 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

q-bio.NC2021★ 3 cited

Kalman filters as the steady-state solution of gradient descent on variational free energy

Manuel Baltieri, Takuya Isomura

The Kalman filter is an algorithm for the estimation of hidden variables in dynamical systems under linear Gauss-Markov assumptions with widespread applications across different fi…

cs.NE2021

Quadratic speedup of global search using a biased crossover of two good solutions

Takuya Isomura

The minimisation of cost functions is crucial in various optimisation fields. However, identifying their global minimum remains challenging owing to the huge computational cost inc…

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