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researcher

A. Imakura

19 papers hereh-index 191.1k citations122 works total

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

author position
  • first author5
  • middle author13
  • last author1

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • math.NA3
  • stat.ME3
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedFederated Learning System without Model Sharing through Integration of Dimensional Reduced Data Representations

10 citations · 26 across the 15 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 2 cited

Achieving Transparency in Distributed Machine Learning with Explainable Data Collaboration

Anna Bogdanova, Akira Imakura, Tetsuya Sakurai +3

Transparency of Machine Learning models used for decision support in various industries becomes essential for ensuring their ethical use. To that end, feature attribution methods s…

cs.LG2022★ 2 cited

mdx: A Cloud Platform for Supporting Data Science and Cross-Disciplinary Research Collaborations

Toyotaro Suzumura, Akiyoshi Sugiki, Hiroyuki Takizawa +30

The growing amount of data and advances in data science have created a need for a new kind of cloud platform that provides users with flexibility, strong security, and the ability…

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