FedNS: A Fast Sketching Newton-Type Algorithm for Federated Learning.
Jian LiYong LiuWeiping WangPublished in: AAAI (2024)
Keyphrases
- learning algorithm
- detection algorithm
- experimental evaluation
- learning speed
- digital libraries
- np hard
- cost function
- theoretical analysis
- clustering method
- computational cost
- times faster
- significant improvement
- learning process
- search space
- optimal solution
- objective function
- linear programming
- learning phase
- expectation maximization
- supervised learning
- probabilistic model
- preprocessing
- online learning
- segmentation algorithm
- optimization algorithm
- dynamic programming
- learning problems
- convergence rate
- incremental learning
- recognition algorithm
- computational complexity
- gauss newton