Dynamic Online Learning via Frank-Wolfe Algorithm.
Deepak S. KalhanAmrit Singh BediAlec KoppelKetan RajawatHamed HassaniAbhishek K. GuptaAdrish BanerjeePublished in: IEEE Trans. Signal Process. (2021)
Keyphrases
- online learning
- preprocessing
- np hard
- times faster
- learning algorithm
- computational cost
- dynamic programming
- experimental evaluation
- theoretical analysis
- high accuracy
- computational complexity
- significant improvement
- cost function
- worst case
- clustering method
- computationally efficient
- neural network
- matching algorithm
- classification algorithm
- optimization algorithm
- image segmentation
- particle swarm optimization
- optimal solution
- input data
- evolutionary algorithm
- data sets
- k means