Fast predictive uncertainty for classification with Bayesian deep networks.
Marius HobbhahnAgustinus KristiadiPhilipp HennigPublished in: UAI (2022)
Keyphrases
- decision trees
- feature selection
- feature extraction
- decision theory
- classification algorithm
- class labels
- pattern classification
- support vector machine
- feature vectors
- preprocessing
- pattern recognition
- classification systems
- classification accuracy
- support vector
- image classification
- text classification
- face recognition
- machine learning algorithms
- decision rules
- bayesian methods
- classification scheme
- classification process
- machine learning
- machine learning methods
- support vector machine svm
- training samples
- artificial neural networks
- feature space
- social networks
- classification method
- uncertain data
- data sets
- predictive modeling
- dempster shafer