Quantum algorithms for leading eigenvector computation
preprint, 2019
F. Huang, T. Li and X. Wu
F. Huang, T. Li and X. Wu
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
Guaranteed Simultaneous Asymmetric Tensor Decomposition via Orthogonalized Alternating Least Squares
arXiv preprint arXiv:1805.10348, preprint, 2019
F. Huang, J. Li, X. You
F. Huang, J. Li, X. You
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
F. Huang, Y. Wang, X. You
Escaping from Saddle Point using Asynchronous Coordinate Descent
preprint, 2019
F. Huang, J. Li, J. Liu
F. Huang, J. Li, J. Liu
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
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
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
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
Huang, Furong and UN, Niranjan and Perros, Joachim and Chen, Robert and Sun, Jimeng and Anandkumar, Anima
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
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