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Convolutional Dictionary Learning through Tensor Factorization

Journal of Ma- chine Learning Research conference and workshop proceedings 2015, arXiv preprint arXiv:1506.03509, 2015
Huang, Furong and Anandkumar, Animashree
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White paper: Distributed Latent Dirichlet Allocation on Spark via Tensor Decomposition

Technical Report, No. hrefhttp://newport.eecs.uci.edu/anandkumar/pubs/whitepaper.pdfhttp://newport.eecs.uci.edu/anandkumar/pubs/whitepaper.pdf, Department of Electrical Engineering and Computer Science, University of California Irvine, 2015
Furong Huang and Animashree Anandkumar
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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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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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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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Escaping From Saddle Points—Online Stochastic Gradient for Tensor Decomposition

COLT, 2015
Ge, Rong and Huang, Furong and Jin, Chi and Yuan, Yang
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Escaping from Saddle Point using Asynchronous Coordinate Descent

preprint, 2019
F. Huang, J. Li, J. Liu
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FCD: Fast-concurrent-distributed load balancing under switching costs and imperfect observations

In INFOCOM, 2013 Proceedings IEEE, 2013
Huang, Furong and Anandkumar, Anima
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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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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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