Theory of recursive functions and effective computability
Theory of recursive functions and effective computability
Bayesian model selection and model averaging
Journal of Mathematical Psychology
Machine Learning
Computers and Intractability: A Guide to the Theory of NP-Completeness
Computers and Intractability: A Guide to the Theory of NP-Completeness
Uncomputability: the problem of induction internalized
Theoretical Computer Science - Super-recursive algorithms and hypercomputation
Mind change efficient learning
Information and Computation
Ockham's razor, empirical complexity, and truth-finding efficiency
Theoretical Computer Science
Mind change optimal learning of Bayes net structure from dependency and independency data
Information and Computation
Mind change efficient learning
Information and Computation
Mind change efficient learning
COLT'05 Proceedings of the 18th annual conference on Learning Theory
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I propose that empirical procedures, like computational procedures, are justified in terms of truth-finding efficiency. I contrast the idea with more standard philosophies of science and illustrate it by deriving Ockham's razor from the aim of minimizing dramatic changes of opinion en route to the truth.