Agnostic learning of geometric patterns

On learning unions of pattern languages and tree patterns in the mistake bound model

Theoretical Computer Science

Efficiently Approximating Weighted Sums with Exponentially Many Terms

COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory

Multiple-Instance Learning of Real-Valued Geometric Patterns

Annals of Mathematics and Artificial Intelligence

Intrinsic complexity of learning geometrical concepts from positive data

Journal of Computer and System Sciences

SVM-based generalized multiple-instance learning via approximate box counting

ICML '04 Proceedings of the twenty-first international conference on Machine learning

On approximating weighted sums with exponentially many terms

Journal of Computer and System Sciences

Adapting RBF Neural Networks to Multi-Instance Learning

Neural Processing Letters

Solving multi-instance problems with classifier ensemble based on constructive clustering

Knowledge and Information Systems - Special Issue on Mining Low-Quality Data

Improved MCMC sampling methods for estimating weighted sums in Winnow with application to DNF learning

Machine Learning

Multi-instance clustering with applications to multi-instance prediction

Applied Intelligence

Online closure-based learning of relational theories

ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming