Enhancing accuracy of deep learning algorithms by training with low-discrepancy sequences.
Siddhartha MishraT. Konstantin RuschPublished in: CoRR (2020)
Keyphrases
- deep architectures
- learning algorithm
- supervised learning
- training samples
- training examples
- deep learning
- prediction accuracy
- multilayer neural networks
- generalization ability
- classification accuracy
- high accuracy
- training data
- restricted boltzmann machine
- training set
- dynamic programming
- learning problems
- active learning
- training algorithm
- learning machines
- learning process
- low discrepancy sequences
- ensemble methods
- artificial neural networks
- computational complexity