Learning from Data of Variable Quality.
Koby CrammerMichael J. KearnsJennifer WortmanPublished in: NIPS (2005)
Keyphrases
- high quality
- data sets
- prior knowledge
- data collection
- data quality
- low quality
- learning algorithm
- database
- data distribution
- data points
- data analysis
- learning process
- machine learning
- data sources
- image data
- small number
- supervised learning
- synthetic data
- experimental data
- training data
- data mining
- computer systems
- data structure
- learning tasks
- original data
- neural network