The design and analysis of efficient learning algorithms

Efficient noise-tolerant learning from statistical queries

STOC '93 Proceedings of the twenty-fifth annual ACM symposium on Theory of computing

Diversity-based inference of finite automata

Journal of the ACM (JACM)

An optimal parallel algorithm for learning DFA

COLT '94 Proceedings of the seventh annual conference on Computational learning theory

Sequential PAC learning

COLT '95 Proceedings of the eighth annual conference on Computational learning theory

Efficient noise-tolerant learning from statistical queries

Journal of the ACM (JACM)

Efficient Algorithms for the Inference of Minimum Size DFAs

Machine Learning

Boosting Methods for Regression

Machine Learning

PAC learning with nasty noise

Theoretical Computer Science

A geometric approach to leveraging weak learners

Theoretical Computer Science

PAC Learning with Nasty Noise

ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory

Inference of regular languages using state merging algorithms with search

Pattern Recognition

Efficient induction of finite state automata

UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence

Using a more powerful teacher to reduce the number of queries of the l* algorithm in practical applications

EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence