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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

FCD: Fast-concurrent-distributed load balancing under switching costs and imperfect observations

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

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

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

Quantum algorithms for leading eigenvector computation

preprint, 2018
Huang, Furong and Li, Tongyang and Wu, Xiaodi

Learning deep resnet blocks sequentially using boosting theory

ICML 2018, arXiv preprint arXiv:1706.04964, 2018
Huang, Furong and Ash, Jordan and Langford, John and Schapire, Robert

Online tensor methods for learning latent variable models

Journal of Machine Learning Research, 16: 2797—2835, 2015
Huang, Furong and Niranjan, UN and Hakeem, Mohammad Umar and Anandkumar, Animashree

Unsupervised learning of transcriptional regulatory networks via latent tree graphical models

arXiv preprint arXiv:1609.06335, 2016
Gitter, Anthony and Huang, Furong and Valluvan, Ragupathyraj and Fraenkel, Ernest and Anandkumar, Animashree

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

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