A mini-batch algorithm for large-scale learning problems with adaptive step size.
Chongyang HeYiting ZhangDingyu ZhuMingyuan CaoYueting YangPublished in: Digit. Signal Process. (2023)
Keyphrases
- step size
- variable step size
- learning problems
- convergence rate
- learning algorithm
- cost function
- convergence speed
- k means
- optimization algorithm
- kernel methods
- optimal solution
- simulated annealing
- learning tasks
- global optimization
- feature extraction
- blind source separation
- least mean square
- steepest descent method
- machine learning