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Akira Imakura — most-cited papers & profile · Federated Learning
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overview
Akira Imakura
6
papers ·
16
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Federated Learning System without Model Sharing through Integration of Dimensional Reduced Data Representations
2020 · 10 citations
Accuracy and Privacy Evaluations of Collaborative Data Analysis
2021 · 4 citations
A new type of federated clustering: A non-model-sharing approach
2025 · 1 citations
Interpretable collaborative data analysis on distributed data
2020 · 1 citations
Data Collaboration Analysis applied to Compound Datasets and the Introduction of Projection data to Non-IID settings
2023
FedDCL: a federated data collaboration learning as a hybrid-type privacy-preserving framework based on federated learning and data collaboration
2024
Top co-authors
Tetsuya Sakurai
· 4
Anna Bogdanova
· 3
Yukihiko Okada
· 3
and Tetsuya Sakurai
· 2
Akie Nakai
· 1
Akihiro Mizoguchi
· 1
Akihiro Toyoda
· 1
Hiroaki Inaba
· 1
Kaoru Kamijo
· 1
Kazumasa Omote
· 1
Masateru Kihira
· 1
Takaya Yamazoe
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization
Security
Communication