Resource Allocation for Multi-Task Federated Learning Algorithm over Wireless Communication Networks.
Binghao CaoMing ChenYanglin BenZhaohui YangYuntao HuChongwen HuangYihan CangPublished in: WCNC (2022)
Keyphrases
- resource allocation
- communication networks
- multi task
- wireless communication
- multi task learning
- learning algorithm
- learning tasks
- learning problems
- wireless channels
- transfer learning
- resource allocation problems
- resource management
- network structure
- active learning
- gaussian processes
- wireless networks
- computer networks
- distributed databases
- optimal resource allocation
- supervised learning
- multi class
- digital libraries
- machine learning algorithms
- sparse learning
- kernel methods
- feature selection
- machine learning
- information gain
- learning models
- data sources
- learning process
- reinforcement learning
- training data
- smart card
- distributed systems