SYNTHESIS: A Semi-Asynchronous Path-Integrated Stochastic Gradient Method for Distributed Learning in Computing Clusters.
Zhuqing LiuXin ZhangJia LiuPublished in: CoRR (2022)
Keyphrases
- distributed learning
- gradient method
- clustering algorithm
- convergence rate
- collaborative learning
- optimization methods
- convex formulation
- negative matrix factorization
- cluster analysis
- distributed learning environments
- knowledge integration
- document clustering
- step size
- natural gradient learning
- genetic algorithm
- data clustering
- optimization algorithm
- signal processing
- multi objective
- support vector
- multiscale