Pushing the Limits of Learning from Limited Data.
Maya MalaviyaIlia SucholutskyThomas L. GriffithsPublished in: AAAI Spring Symposia (2024)
Keyphrases
- raw data
- data collection
- data sets
- prior knowledge
- machine learning
- learning systems
- synthetic data
- data analysis
- data sources
- data points
- knowledge discovery
- background knowledge
- data processing
- reinforcement learning
- bayesian methods
- complex data
- original data
- high dimensional data
- statistical analysis
- computer systems
- databases
- input data
- data structure
- unsupervised learning
- labeled data
- small number
- image data
- experimental data
- learning tasks
- database
- active learning
- data quality
- data mining
- learning models
- hidden variables