Conservativeness and Monotonicity for Learning Algorithms.
Eiji TakimotoAkira MaruokaPublished in: COLT (1993)
Keyphrases
- learning algorithm
- learning problems
- machine learning algorithms
- machine learning
- active learning
- learning rate
- training data
- reinforcement learning
- training samples
- databases
- efficient learning
- learning tasks
- monotonicity constraints
- learning process
- generalization ability
- learning scheme
- sample complexity
- learning models
- deep architectures