Enhancing Accuracy of Deep Learning Algorithms by Training with Low-Discrepancy Sequences.
Siddhartha MishraT. Konstantin RuschPublished in: SIAM J. Numer. Anal. (2021)
Keyphrases
- deep architectures
- learning algorithm
- training examples
- multilayer neural networks
- high accuracy
- supervised learning
- computational cost
- machine learning algorithms
- training samples
- low discrepancy sequences
- prediction accuracy
- classification accuracy
- active learning
- training process
- deep learning
- training speed
- training set
- learning problems
- learning rate
- decision stumps
- training data