Randomly Fallible Teachers: Learning Monotone DNF with an Incomplete Membership Oracle Dana AngluinDonna K. Slonim OriginalPaper Pages: 7 - 26
Randomly fallible teachers: Learning monotone DNF with an incomplete membership oracle Dana AngluinDonna K. Slonim OriginalPaper Pages: 7 - 26
Tracking Drifting Concepts By Minimizing Disagreements David P. HelmboldPhilip M. Long OriginalPaper Pages: 27 - 45
Tracking drifting concepts by minimizing disagreements David P. HelmboldPhilip M. Long OriginalPaper Pages: 27 - 45
Learning Probabilistic Read-once Formulas on Product Distributions Robert E. Schapire OriginalPaper Pages: 47 - 81
Learning probabilistic read-once formulas on product distributions Robert E. Schapire OriginalPaper Pages: 47 - 81
Bounds on the sample complexity of Bayesian learning using information theory and the VC dimension David HausslerMichael KearnsRobert E. Schapire OriginalPaper Pages: 83 - 113
Bounds on the Sample Complexity of Bayesian Learning Using Information Theory and the VC Dimension David HausslerMichael KearnsRobert E. Schapire OriginalPaper Pages: 83 - 113
Approximation and estimation bounds for artificial neural networks Andrew R. Barron OriginalPaper Pages: 115 - 133
Approximation and Estimation Bounds for Artificial Neural Networks Andrew R. Barron OriginalPaper Pages: 115 - 133