Guided Learning of Nonconvex Models through Successive Functional Gradient Optimization.
Rie JohnsonTong ZhangPublished in: ICML (2020)
Keyphrases
- learning process
- learning algorithm
- learning models
- accurate models
- supervised learning
- prior knowledge
- learned models
- optimization problems
- learning systems
- global optimization
- structured prediction
- parameter estimation
- nonlinear programming
- mathematical programming
- statistical models
- online learning
- semi supervised
- active learning
- objective function