papers
Publications (13)
stat.ML2017
On Convergence of Epanechnikov Mean Shift
Kejun Huang, Xiao Fu, Nicholas D. Sidiropoulos
stat.ML2017
Scalable and Flexible Multiview MAX-VAR Canonical Correlation Analysis
Xiao Fu, Kejun Huang, Mingyi Hong +2
stat.ML2016
Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm
Kejun Huang, Xiao Fu, Nicholas D. Sidiropoulos
cs.LG2017
On Identifiability of Nonnegative Matrix Factorization
Xiao Fu, Kejun Huang, Nicholas D. Sidiropoulos
stat.ML2015
A Flexible and Efficient Algorithmic Framework for Constrained Matrix and Tensor Factorization
Kejun Huang, Nicholas D. Sidiropoulos, Athanasios P. Liavas
cs.CL2018
Learning Hidden Markov Models from Pairwise Co-occurrences with Application to Topic Modeling
Kejun Huang, Xiao Fu, Nicholas D. Sidiropoulos
stat.ML2016
Robust Volume Minimization-Based Matrix Factorization for Remote Sensing and Document Clustering
Xiao Fu, Kejun Huang, Bo Yang +2
eess.SP2018
Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications
Xiao Fu, Kejun Huang, Nicholas D. Sidiropoulos +1
math.OC2016
Phase Retrieval from 1D Fourier Measurements: Convexity, Uniqueness, and Algorithms
Kejun Huang, Yonina C. Eldar, Nicholas D. Sidiropoulos
math.OC2019
SNAP: Finding Approximate Second-Order Stationary Solutions Efficiently for Non-convex Linearly Constrained Problems
Songtao Lu, Meisam Razaviyayn, Bo Yang +2
math.OC2014
Feasible Point Pursuit and Successive Approximation of Non-convex QCQPs
Omar Mehanna, Kejun Huang, Balasubramanian Gopalakrishnan +2
eess.SP2017
Kullback-Leibler Principal Component for Tensors is not NP-hard
Kejun Huang, Nicholas D. Sidiropoulos
math.OC2016
Consensus-ADMM for General Quadratically Constrained Quadratic Programming
Kejun Huang, Nicholas D. Sidiropoulos