Learnability of Learning Performance and Its Application to Data Valuation.
Tianhao WangYu YangRuoxi JiaPublished in: CoRR (2021)
Keyphrases
- data sets
- data collection
- learning algorithm
- data analysis
- background knowledge
- prior knowledge
- data sources
- training data
- high quality
- raw data
- database
- learning systems
- probability distribution
- data points
- image data
- spatial data
- learning models
- knowledge acquisition
- synthetic data
- inductive logic programming
- data quality
- positive data
- human experts
- missing data
- data processing
- input data
- supervised learning
- semi supervised
- active learning
- learning process
- machine learning
- neural network