High-Dimensional Structure Learning of Ising Models: Local Separation Criterion
Annals of Statistics, 2012
Anandkumar, Anima and Tan, Vincent and Huang, Furong and Willsky, Allen
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High-Dimensional Gaussian Graphical Model Selection: Walk-Summability and Local Separation Criterion
In Conference on Neural Information Processing Systems (NIPS), 2011, 2011
Animashree Anandkumar and Vincent YF Tan and Furong Huang and Alan S. Willsky
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Learning high-dimensional mixtures of graphical models
Conference on Neural Information Processing Systems 2012, arXiv preprint arXiv:1203.0697, 2012
Anandkumar, Animashree and Hsu, Daniel and Huang, Furong and Kakade, Sham M
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Escaping From Saddle Points – Online Stochastic Gradient for Tensor Decomposition
In Conference of Learning Theory (COLT) 2015, 2015
Rong Ge and Furong Huang and Chi Jin and Yang Yuan. (Alphabetic Order)
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Are you going to the party: depends, who else is coming? —Modeling Dynamic Social Interactions via Conditional Latent Tree Models
ICDM, 2015
Arabshahi, Forough and Huang, Furong and Anandkumar, Animashree and Butts, Carter T
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Are you going to the party: depends, who else is coming? –Learning hidden group dynamics via conditional latent tree models
In IEEE International Conference on Data Mining 2015, 2015
Forough Arabshahi and Furong Huang and Animashree Anandkumar and Carter T. Butts and Sean M. Fitzhugh
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