Estimation of mixture models

Efficient greedy learning of Gaussian mixture models

Neural Computation

MDL convergence speed for Bernoulli sequences

Statistics and Computing

Suboptimal behavior of Bayes and MDL in classification under misspecification

Machine Learning

Learning mixture models via component-wise parameter smoothing

Computational Statistics & Data Analysis

The safe bayesian: learning the learning rate via the mixability gap

ALT'12 Proceedings of the 23rd international conference on Algorithmic Learning Theory