Posterior Uncertainty Quantification in Neural Networks using Data Augmentation.
Luhuan WuSinead A. WilliamsonPublished in: AISTATS (2024)
Keyphrases
- neural network
- data sets
- pattern recognition
- data analysis
- statistical analysis
- training data
- uncertain data
- data collection
- image data
- data points
- data processing
- genetic algorithm
- data quality
- knowledge discovery
- probability distribution
- input data
- end users
- synthetic data
- experimental data
- data distribution
- raw data
- original data
- data objects
- database