Sample-based and Feature-based Federated Learning for Unconstrained and
Constrained Nonconvex Optimization via Mini-batch SSCAIEEE Transactions on Signal Processing (IEEE TSP), 2021 |
Multi-Tier Federated Learning for Vertically Partitioned DataIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 |
Distributed Machine Learning for Wireless Communication Networks:
Techniques, Architectures, and ApplicationsIEEE Communications Surveys and Tutorials (COMST), 2020 |
Federated Transfer Learning: concept and applicationsIntelligenza Artificiale (IA), 2020 |
From Federated Learning to Federated Neural Architecture Search: A
SurveyComplex & Intelligent Systems (CIS), 2020 |