184 citations · 931 across the 54 of their papers we have counts for
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cs.SI2014
Are you going to the party: depends, who else is coming? [Learning hidden group dynamics via conditional latent tree models]
Forough Arabshahi, Furong Huang, Animashree Anandkumar +2
Scalable probabilistic modeling and prediction in high dimensional multivariate time-series is a challenging problem, particularly for systems with hidden sources of dependence and…
cs.LG2014★ 4 cited
Guaranteed Scalable Learning of Latent Tree Models
Furong Huang, Niranjan U. N., Ioakeim Perros +3
We present an integrated approach for structure and parameter estimation in latent tree graphical models. Our overall approach follows a "divide-and-conquer" strategy that learns m…