Tensorial Neural Networks: Generalization of Neural Networks and Application to Model Compression
13th Annual Machine Learning Symposium, Women in Machine Learning Workshop, preprint, 2019
J. Su, J. Li, B. Bhattacharjee, F. Huang
J. Su, J. Li, B. Bhattacharjee, F. Huang
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
Huang, Furong and Matusevych, Sergiy and Anandkumar, Anima and Karampatziakis, Nikos and Mineiro, Paul
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
Huang, Furong and Anandkumar, Animashree
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
Publisher's website
Forough Arabshahi and Furong Huang and Animashree Anandkumar and Carter T. Butts and Sean M. Fitzhugh
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
Arabshahi, Forough and Huang, Furong and Anandkumar, Animashree and Butts, Carter T
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)
Publisher's website
Rong Ge and Furong Huang and Chi Jin and Yang Yuan. (Alphabetic Order)
Escaping From Saddle Points—Online Stochastic Gradient for Tensor Decomposition
COLT, 2015
Ge, Rong and Huang, Furong and Jin, Chi and Yuan, Yang
Ge, Rong and Huang, Furong and Jin, Chi and Yuan, Yang
Escaping from Saddle Point using Asynchronous Coordinate Descent
preprint, 2019
F. Huang, J. Li, J. Liu
F. Huang, J. Li, J. Liu
FCD: Fast-concurrent-distributed load balancing under switching costs and imperfect observations
In INFOCOM, 2013 Proceedings IEEE, 2013
Huang, Furong and Anandkumar, Anima
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
Anandkumar, Animashree and Hsu, Daniel and Huang, Furong and Kakade, Sham M