Prox-PDA: The Proximal Primal-Dual Algorithm for Fast Distributed Nonconvex Optimization and Learning Over Networks.
Mingyi HongDavood HajinezhadMing-Min ZhaoPublished in: ICML (2017)
Keyphrases
- learning process
- learning algorithm
- reinforcement learning
- computer networks
- global optimization
- mobile learning
- distributed learning
- lightweight
- cooperative
- knowledge acquisition
- unsupervised learning
- distributed systems
- learning systems
- learning tasks
- language learning
- supervised learning
- heterogeneous networks
- optimization problems
- distributed environment
- active learning
- kernel machines
- nonlinear programming