Training Data Size Induced Double Descent For Denoising Feedforward Neural Networks and the Role of Training Noise.
Rishi SonthaliaRaj Rao NadakuditiPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- feedforward neural networks
- denoising
- training data
- neural network
- gaussian noise
- denoising algorithm
- back propagation
- recurrent neural networks
- image denoising
- training process
- denoising methods
- training and testing data
- extreme learning machine
- noisy images
- training algorithm
- backpropagation algorithm
- single hidden layer
- noise level
- hidden layer
- supervised learning
- activation function
- data sets
- learning algorithm
- training set
- labeled data
- training examples
- multilayer perceptron
- decision trees
- feed forward
- pattern recognition
- input data
- image processing
- multi layer perceptron
- artificial neural networks
- machine learning
- training samples
- text classification
- support vector machine