Approximation and Non-parametric Estimation of ResNet-type Convolutional Neural Networks.
Kenta OonoTaiji SuzukiPublished in: CoRR (2019)
Keyphrases
- convolutional neural networks
- kernel density estimation
- closed form
- parametric models
- semi parametric
- convolutional network
- estimation accuracy
- parameter estimation
- estimation algorithm
- maximum likelihood estimation
- accurate estimation
- probability density function
- gaussian process
- error bounds
- closed form solutions
- special case
- maximum likelihood estimator
- neural network
- real time