GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning.
KrishnaTeja KillamsettyDurga SivasubramanianGanesh RamakrishnanRishabh K. IyerPublished in: CoRR (2020)
Keyphrases
- data sets
- prior knowledge
- synthetic data
- data collection
- data analysis
- subset selection
- human experts
- background knowledge
- learning systems
- data sources
- database
- experimental data
- online learning
- data mining techniques
- knowledge discovery
- image data
- inductive inference
- learning models
- learning algorithm
- training data
- data processing
- high quality
- reinforcement learning
- high dimensional data
- statistical analysis
- raw data
- original data
- data quality
- learning environment
- bayesian methods
- learning process