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Guaranteed Simultaneous Asymmetric Tensor Decomposition via Orthogonalized Alternating Least Squares

arXiv preprint arXiv:1805.10348, preprint, 2019
F. Huang, J. Li, X. You
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A Spectral Method for Off-Policy Evaluation in Contextual Bandits under Distribution Shift

13th Annual Machine Learning Symposium, preprint, 2019
F. Huang, Y. Wang, X. You
BibTeX

Escaping from Saddle Point using Asynchronous Coordinate Descent

preprint, 2019
F. Huang, J. Li, J. Liu
BibTeX

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
BibTeX

Discovering Neuronal Cell Types and Their Gene Expression Profiles Using a Spatial Point Process Mixture Model

NIPS BigNeuro workshop, 2015
Huang, Furong and Anandkumar, Animashree and Borgs,Christian and Chayes, Jennifer and Fraenkel, Ernest and Hawrylycz, Michael and Lein, Ed and Ingrosso, Alessandro and Turaga, Srinivas
BibTeX

Scalable Latent Tree Model and its Application to Health Analytics

Machine Learning in Healthcare NIPS Workshop 2015, arXiv:1406.4566 cs.LG, 2015
Huang, Furong and UN, Niranjan and Perros, Joachim and Chen, Robert and Sun, Jimeng and Anandkumar, Anima
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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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Distributed latent dirichlet allocation via tensor factorization

In NIPS Optimization Workshop, 2014
Huang, Furong and Matusevych, Sergiy and Anandkumar, Anima and Karampatziakis, Nikos and Mineiro, Paul
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High-Dimensional Gaussian Graphical Model Selection: Walk-Summability and Local Separation Criterion

JMLR, 2012
Anandkumar, Anima and Tan, Vincent and Huang, Furong and Willsky, Allen
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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
BibTeX