A Hybrid Stochastic-Deterministic Minibatch Proximal Gradient Method for Efficient Optimization and Generalization.
Pan ZhouXiao-Tong YuanZhouchen LinSteven C. H. HoiPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2022)
Keyphrases
- efficient optimization
- gradient method
- optimization methods
- natural gradient learning
- convergence rate
- optimization problems
- simulated annealing
- optimization method
- step size
- negative matrix factorization
- convex relaxation
- neural network
- document clustering
- convergence speed
- support vector machine
- multiscale
- machine learning