Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks.
Ahmad RashidSerena HackerGuojun ZhangAgustinus KristiadiPascal PoupartPublished in: AISTATS (2024)
Keyphrases
- high confidence
- neural network
- data sets
- raw data
- statistical analysis
- data analysis
- data sources
- synthetic data
- database
- high quality
- pattern recognition
- small number
- data processing
- data structure
- probability distribution
- input data
- knowledge discovery
- original data
- training examples
- data mining
- association rules
- machine learning