Estimating Average-Case Learning Curves Using Bayesian, Statistical Physics and VC Dimension Methods
Haussler, David, Kearns, Michael, Opper, Manfred, Schapire, Robert
–Neural Information Processing Systems
In this paper we investigate an average-case model of concept learning, and give results that place the popular statistical physics and VC dimension theories of learning curve behavior in a common framework.
Neural Information Processing Systems
Dec-31-1992