Guided Learning of Nonconvex Models through Successive Functional Gradient Optimization.
Rie JohnsonTong ZhangPublished in: CoRR (2020)
Keyphrases
- optimization problems
- prior knowledge
- learning algorithm
- global optimization
- learning process
- probabilistic model
- objective function
- reinforcement learning
- active learning
- optimization algorithm
- neural network
- learning models
- accurate models
- multi objective
- decision trees
- statistical models
- classification models
- constrained optimization
- hidden variables
- qualitative models