Efficiency of learning with imperfect supervision

Semi-supervised learning with an imperfect supervisor

Knowledge and Information Systems

Semi-supervised learning with explicit misclassification modeling

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence

The efficiency of logistic regression compared to normal discriminant analysis under class-conditional classification noise

Journal of Multivariate Analysis

Learning aspect models with partially labeled data

Pattern Recognition Letters