I will also discuss extensions to learning latent tree models, models in which only a subset of variables are observed. Consistent and low computational and sample complexity algorithms are derived. If time permits, I will talk about some applications in medical analysis.
Joint work with Alan Willsky, Anima Anandkumar, Myung Jin Choi, Microsoft Research Cambridge and the University of Manchester.
Discovery Building, Orchard View Room