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researcher

A. Bogdanova

4 papers hereh-index 473 citations8 works total

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

author position
  • first author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG4
same name
  • A. Bogdanova — 4 papers, h 35
  • A. Bogdanova — 1 paper, h 0

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
20202023
most citedFederated Learning System without Model Sharing through Integration of Dimensional Reduced Data Representations

10 citations · 16 across the 4 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

1 paper · 2 filters

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…

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