Efficient noise-tolerant learning from statistical queries
STOC '93 Proceedings of the twenty-fifth annual ACM symposium on Theory of computing
A framework for structural risk minimisation
COLT '96 Proceedings of the ninth annual conference on Computational learning theory
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
Self bounding learning algorithms
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
Machine Learning
A Process-Oriented Heuristic for Model Selection
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
A Microchoice Bound for Continuous-Space Classification Algorithms
Machine Learning
Concentration inequalities for the missing mass and for histogram rule error
The Journal of Machine Learning Research
Computable Shell Decomposition Bounds
The Journal of Machine Learning Research
Sample compression bounds for decision trees
Proceedings of the 24th international conference on Machine learning
A tighter error bound for decision tree learning using PAC learnability
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
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