How Many Data Are Needed for Robust Learning?
Hongyang ZhangYihan WuHeng HuangPublished in: CoRR (2022)
Keyphrases
- data sets
- data processing
- data collection
- learning systems
- image data
- training data
- synthetic data
- learning process
- prior knowledge
- data points
- learning algorithm
- data quality
- complex data
- original data
- experimental data
- small number
- data mining techniques
- database
- knowledge discovery
- active learning
- reinforcement learning
- high quality
- databases
- online learning
- computer systems
- data analysis
- sensor data
- data distribution
- learning tasks
- human experts
- database systems
- decision trees
- learned models