PAGE: A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimization.
Zhize LiHongyan BaoXiangliang ZhangPeter RichtárikPublished in: ICML (2021)
Keyphrases
- optimization problems
- optimal design
- global optimization
- joint optimization
- website
- nonlinear programming
- optimal selection
- generative model
- maximum likelihood
- optimal control
- least squares
- optimization algorithm
- optimal solution
- multiscale
- optimality criterion
- conditional expectation
- edge detection
- web pages
- objective function
- keywords
- bayesian networks
- image segmentation