On Maintaining Linear Convergence of Distributed Learning and Optimization under Limited Communication.
Sindri MagnússonHossein Shokri GhadikolaeiNa LiPublished in: ACSSC (2019)
Keyphrases
- distributed learning
- collaborative learning
- global convergence
- global optimization
- faster convergence
- quadratic programming
- evolutionary multiobjective
- knowledge integration
- optimization algorithm
- optimization method
- communication bandwidth
- optimization methods
- genetic algorithm
- quasi newton
- highly non linear
- constrained optimization
- language learning
- semidefinite
- differential evolution
- distributed learning environments
- learning algorithm