A Convex Approach to Validation-Based Learning of the Regularization Constant.
Kristiaan PelckmansJohan A. K. SuykensBart De MoorPublished in: IEEE Trans. Neural Networks (2007)
Keyphrases
- learning process
- reinforcement learning
- stochastic gradient descent
- learning scenarios
- knowledge acquisition
- learning problems
- learning experience
- supervised learning
- active learning
- prior knowledge
- bayesian networks
- online learning
- learning algorithm
- loss function
- kernel methods
- incremental learning
- learning scheme
- kernel learning
- decision trees