Finite Sample Identification of Wide Shallow Neural Networks with Biases.
Massimo FornasierTimo KlockMarco MondelliMichael RauchensteinerPublished in: CoRR (2022)
Keyphrases
- finite sample
- neural network
- sample size
- statistical learning theory
- uniform convergence
- nearest neighbor
- error bounds
- pattern recognition
- parzen window
- generalization bounds
- supervised classification
- fuzzy logic
- neural network model
- density estimation
- loss function
- sufficient conditions
- upper bound
- pairwise
- lower bound
- similarity measure
- decision trees