Non-Vacuous Generalisation Bounds for Shallow Neural Networks.
Felix BiggsBenjamin GuedjPublished in: CoRR (2022)
Keyphrases
- neural network
- pattern recognition
- upper bound
- fuzzy logic
- genetic algorithm
- multilayer perceptron
- neural network model
- question answering
- artificial neural networks
- worst case
- back propagation
- average case
- upper and lower bounds
- multi layer
- worst case bounds
- tight bounds
- neural nets
- feed forward
- information extraction
- natural language processing
- lower bound
- error bounds
- network architecture
- data sets
- artificial intelligence
- multi class
- fuzzy systems
- training algorithm
- fuzzy neural network
- activation function
- information retrieval
- machine learning
- decision making
- adaptive resonance theory
- search algorithm