Stagewise Learning for Sparse Clustering of Discretely-Valued Data

Vincent Zhao, Steven W. Zucker

The performance of EM in learning mixtures of product distributions often depends on the initialization. This can be problematic in crowdsourcing and other applications, e.g. when…