Randomised block-coordinate Frank-Wolfe algorithm for distributed online learning over networks.
Jingchao LiQingtao WuRuijuan ZhengJunlong ZhuQuanbo GeMingchuan ZhangPublished in: Cogn. Comput. Syst. (2020)
Keyphrases
- online learning
- experimental evaluation
- dynamic programming
- worst case
- optimal solution
- preprocessing
- linear programming
- distributed systems
- computational complexity
- computational cost
- block wise
- fixed size
- cost function
- search space
- objective function
- learning algorithm
- evolutionary algorithm
- search algorithm
- similarity measure
- segmentation algorithm
- detection algorithm
- convergence rate
- search procedure
- primal dual
- neural network
- data sets