Bounds on the Number of Examples Needed for Learning Functions.
Hans Ulrich SimonPublished in: SIAM J. Comput. (1997)
Keyphrases
- learning process
- learning systems
- lower bound
- learning algorithm
- linear threshold
- active learning
- supervised learning
- online learning
- knowledge acquisition
- distribution free
- unsupervised learning
- training examples
- small number
- learning tasks
- learning problems
- learning analytics
- inductive inference
- prior knowledge
- reinforcement learning