Machine Learning over Networks: Co-design of Distributed Optimization and Communications.
Afsaneh MahmoudiHossein Shokri GhadikolaeiCarlo FischionePublished in: SPAWC (2020)
Keyphrases
- machine learning
- distributed network
- peer to peer networks
- heterogeneous networks
- computer networks
- distributed environment
- peer to peer
- pattern recognition
- distributed systems
- optimization problems
- optimization process
- social networks
- optimization algorithm
- cooperative
- global optimization
- active learning
- optimization approaches
- explanation based learning
- autonomy oriented computing
- learning algorithm
- group communication
- optimization method
- machine learning algorithms
- artificial intelligence
- knowledge discovery
- model selection
- knowledge acquisition
- computational intelligence
- text mining
- computer vision
- computing environments
- feature selection
- decision trees
- local area network
- computer science
- structured peer to peer
- network nodes
- wireless sensor networks
- distributed data
- machine learning approaches
- natural language processing
- communication systems
- communication cost
- inductive learning
- fault tolerant
- learning tasks
- complex networks