On Maintaining Linear Convergence of Distributed Learning and Optimization Under Limited Communication.
Sindri MagnússonHossein Shokri GhadikolaeiNa LiPublished in: IEEE Trans. Signal Process. (2020)
Keyphrases
- distributed learning
- global convergence
- faster convergence
- quadratic programming
- optimization algorithm
- convergence rate
- convergence speed
- evolutionary multiobjective
- semidefinite
- optimization methods
- global optimization
- knowledge integration
- optimization problems
- communication bandwidth
- communication networks
- optimization method
- grid technology
- collaborative learning
- quasi newton
- evolutionary algorithm
- step size
- stochastic gradient
- multi objective evolutionary algorithms
- multimedia
- learning process
- learning environment