Author

Anh-Khoa Tran

National Institute of Information and Communications Technology

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Duy-Dong LeiD· 1 shared Minh-Son DaoiD· 1 shared Nguyen Huynh TuongiD· 1 shared Pham The BaoiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Duy-Dong LeORCID

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1 paper

Recent·Most cited

FedNolowe: A Normalized Loss-Based Weighted Aggregation Strategy for Robust Federated Learning in Heterogeneous Environments

Duy-Dong Le, Nguyen Huynh Tuong, Anh-Khoa Tran, Minh-Son Dao, Pham The Bao

FedNolowe improves federated learning stability by weighting client contributions based on normalized losses, achieving state-of-the-art performance with reduced computational complexity.

PLoS ONE · Aug 14, 2025Peer-reviewedBioinformatics