A Survey of Learning on Small Data.
Xiaofeng CaoWeixin BuShengjun HuangYing-Peng TangYaming GuoYi ChangIvor W. TsangPublished in: CoRR (2022)
Keyphrases
- prior knowledge
- data sets
- online learning
- data analysis
- small number
- synthetic data
- data processing
- learning process
- data structure
- data distribution
- learning systems
- statistical analysis
- data collection
- learning algorithm
- database
- image data
- data points
- complex data
- noisy data
- data sources
- hidden variables
- high quality
- databases
- reinforcement learning
- original data
- inductive inference
- microarray
- missing data
- clustering algorithm
- input data
- data mining techniques
- active learning
- high dimensional