Building robust classifiers through generation of confident out of distribution examples.
Kumar SricharanAshok SrivastavaPublished in: CoRR (2018)
Keyphrases
- training examples
- support vector
- probability distribution
- supervised classification
- training data
- training set
- probability density function
- machine learning algorithms
- sufficient training data
- power law
- classification systems
- spatial distribution
- data distribution
- random variables
- data sets
- computationally efficient
- feature set
- learning algorithm