Using Category Structures to Test Iterated Learning as a Method for Identifying Inductive Biases.
Thomas L. GriffithsBrian R. ChristianMichael L. KalishPublished in: Cogn. Sci. (2008)
Keyphrases
- learning algorithm
- test data
- learning process
- prior knowledge
- experimental evaluation
- inductive inference
- significant improvement
- supervised learning
- high accuracy
- clustering method
- high precision
- classification method
- background knowledge
- segmentation method
- learning systems
- detection method
- unsupervised learning
- concept learning
- learning scheme
- objective function
- image sequences
- bayesian methods
- neural nets
- online learning
- feature set
- cost function
- preprocessing
- training data
- knowledge base