On the weight and density bounds of polynomial threshold functions.
Erhan ÖztopMinoru AsadaPublished in: CoRR (2020)
Keyphrases
- pac learning
- threshold functions
- linear threshold
- mistake bound
- agnostic learning
- decision lists
- sample complexity
- uniform distribution
- vc dimension
- concept classes
- boolean functions
- low degree
- upper bound
- lower bound
- upper and lower bounds
- membership queries
- learning algorithm
- active learning
- generalization error
- weight vector
- worst case