Learning Active Learning from Data.
Ksenia KonyushkovaRaphael SznitmanPascal FuaPublished in: NIPS (2017)
Keyphrases
- active learning
- learning process
- data sets
- data analysis
- learning algorithm
- original data
- learning systems
- online learning
- neural network
- experimental design
- raw data
- experimental data
- background knowledge
- reinforcement learning
- prior knowledge
- probability distribution
- selective sampling
- high quality
- data quality
- data distribution
- data structure
- data processing
- learning strategies
- support vector
- sensor data
- synthetic data
- learning tasks
- human experts
- data sources
- bayesian networks
- small number
- learning models
- image data
- end users