GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning.
KrishnaTeja KillamsettyDurga SivasubramanianGanesh RamakrishnanRishabh K. IyerPublished in: AAAI (2021)
Keyphrases
- subset selection
- data sets
- database
- raw data
- data analysis
- learning process
- statistical analysis
- prior knowledge
- missing data
- knowledge discovery
- data mining techniques
- original data
- human experts
- learning tasks
- computationally efficient
- image data
- data mining
- neural network
- supervised learning
- databases
- data processing
- data sources
- learning systems
- dynamic programming
- background knowledge
- high quality
- learning problems
- training data
- learning algorithm
- data quality
- efficient learning