Minh N. H. Nguyen

Federated Learning over Wireless Networks: Optimization Model Design and Analysis

Nguyen H. Tran, Wei Bao, Albert Y. Zomaya et al. · 2019 · 995 citations

Engineering, Machine Learning, Data Science +13

An Incentive Mechanism for Federated Learning in Wireless Cellular Networks: An Auction Approach

Tra Huong Thi Le, Nguyen H. Tran, Yan Kyaw Tun et al. · IEEE Transactions on Wireless Communications · 2021 · 180 citations

Artificial Intelligence, Wireless Cellular Networks, Engineering +18

Slicing the Edge: Resource Allocation for RAN Network Slicing

Phuong Luu Vo, Minh N. H. Nguyen, Tuan Anh Le et al. · IEEE Wireless Communications Letters · 2018 · 101 citations

5G Network Slicing, Cross-layer Optimization, Engineering +16

Self-Organizing Democratized Learning: Toward Large-Scale Distributed Learning Systems

Minh N. H. Nguyen, Shashi Raj Pandey, Tri Nguyen Dang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 37 citations · Full text

Artificial Intelligence, Hierarchical Generalization, Engineering +17

Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism

Latif U. Khan, Shashi Raj Pandey, Nguyen H. Tran et al. · IEEE Communications Magazine · 2020 · 36 citations · Full text

Smart Internet, Decentralized Machine Learning, Machine Learning +15