Introduction to the special issue on learning theory

A theory of the learnable

Communications of the ACM

Some PAC-Bayesian theorems

COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory

Advances in kernel methods: support vector learning

Advances in kernel methods: support vector learning

PAC-Bayesian model averaging

COLT '99 Proceedings of the twelfth annual conference on Computational learning theory

Learning Quickly When Irrelevant Attributes Abound: A New Linear-Threshold Algorithm

Machine Learning

Entropy Numbers of Linear Function Classes

COLT '00 Proceedings of the Thirteenth Annual Conference on Computational Learning Theory

Estimation of Dependences Based on Empirical Data: Springer Series in Statistics (Springer Series in Statistics)

Estimation of Dependences Based on Empirical Data: Springer Series in Statistics (Springer Series in Statistics)