Learning Active Subspaces for Effective and Scalable Uncertainty Quantification in Deep Neural Networks.
Sanket R. JantreNathan M. UrbanXiaoning QianByung-Jun YoonPublished in: ICASSP (2024)
Keyphrases
- neural network
- learning algorithm
- learning process
- learning rules
- learning scheme
- neural nets
- learning problems
- knowledge acquisition
- learning tasks
- learning systems
- unsupervised learning
- multilayer perceptron
- error back propagation
- supervised learning
- artificial neural networks
- pattern recognition
- cascade correlation
- high dimensional data
- online learning
- machine learning