Judging the Probability of Hypotheses Versus the Impact of Evidence: Which Form of Inductive Inference Is More Accurate and Time-Consistent?
Katya TentoriNick ChaterVincenzo CrupiPublished in: Cogn. Sci. (2016)
Keyphrases
- inductive inference
- recursive functions
- kolmogorov complexity
- grammatical inference
- languages from positive data
- vc dimension
- intrinsic complexity
- learning from positive data
- transductive inference
- pattern languages
- hypothesis spaces
- case based learning
- probability distribution
- learning paradigms
- algebraic structures
- context free
- closed sets
- learning algorithm
- bayesian networks
- feature selection