Limitations to Optimal Search in Naturalistic Active Learning.
Lisheng HeRussell RichieSudeep BhatiaPublished in: CogSci (2022)
Keyphrases
- active learning
- learning strategies
- labeled data
- semi supervised
- active learning strategies
- training set
- relevance feedback
- data sets
- selective sampling
- learning algorithm
- image retrieval
- real world
- random sampling
- generalization error
- mental models
- sample complexity
- batch mode
- neural network
- database
- batch mode active learning
- pool based active learning
- imbalanced data classification
- music emotion classification