Publications

Non-negative factorization of the occurrence tensor from financial contracts

Tensor-Learn NIPS workshop 2016, arXiv preprint arXiv:1612.03350, 2016
Xu, Zheng and Huang, Furong and Raschid, Louiqa and Goldstein, Tom
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Fast detection of overlapping communities via online tensor methods/Online Tensor Methods for Learning Latent Variable Models

JMLR, 2014
Huang, Furong and Niranjan, UN and Hakeem, Mohammad Umar and Anandkumar, Animashree
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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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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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