2009 Research Summary

Statistical Machine Learning

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Michael Jordan, Lior Pachter, Peter Bartlett and Martin Wainwright

We develop new architectures and algorithms for statistical machine learning. Major focus areas include probabilistic graphical models and kernel machines. We explore applications of machine learning to problems in systems, bioinformatics, signal processing, and information retrieval.