MLP Can Provably Generalize Much Better than VC-bounds Indicate.
Adam KowalczykHerman L. FerráPublished in: NIPS (1996)
Keyphrases
- vc dimension
- worst case
- multilayer perceptron
- upper bound
- theoretical guarantees
- neural network
- multi layer perceptron
- lower bound
- error bounds
- back propagation
- sample size
- lower and upper bounds
- upper and lower bounds
- distribution free
- neural classifier
- int j imaging syst technol
- machine learning
- radial basis function network
- artificial neural networks
- layer perceptron
- special case
- search engine