Spectrally-normalized margin bounds for neural networks.
Peter L. BartlettDylan J. FosterMatus TelgarskyPublished in: CoRR (2017)
Keyphrases
- neural network
- upper bound
- pattern recognition
- artificial neural networks
- fuzzy logic
- upper and lower bounds
- lower bound
- genetic algorithm
- support vector
- neural network model
- multi layer
- neural nets
- feed forward
- multilayer perceptron
- training process
- tight bounds
- training error
- average case
- lower and upper bounds
- fuzzy systems
- multi class
- self organizing maps
- training algorithm
- network architecture
- activation function
- similarity measure
- back propagation
- data sets
- error bounds