Kejun Huang
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Tensor decomposition for signal processing and machine learning
ND Sidiropoulos, L De Lathauwer, X Fu, K Huang, EE Papalexakis, ...
IEEE Transactions on Signal Processing 65 (13), 3551-3582, 2017
5762017
Non-negative matrix factorization revisited: Uniqueness and algorithm for symmetric decomposition
K Huang, ND Sidiropoulos, A Swami
IEEE Transactions on Signal Processing 62 (1), 211-224, 2013
2112013
Feasible point pursuit and successive approximation of non-convex QCQPs
O Mehanna, K Huang, B Gopalakrishnan, A Konar, ND Sidiropoulos
IEEE Signal Processing Letters 22 (7), 804-808, 2014
1442014
A flexible and efficient algorithmic framework for constrained matrix and tensor factorization
K Huang, ND Sidiropoulos, AP Liavas
IEEE Transactions on Signal Processing 64 (19), 5052-5065, 2016
1192016
Consensus-ADMM for general quadratically constrained quadratic programming
K Huang, ND Sidiropoulos
IEEE Transactions on Signal Processing 64 (20), 5297-5310, 2016
1002016
Blind separation of quasi-stationary sources: Exploiting convex geometry in covariance domain
X Fu, WK Ma, K Huang, ND Sidiropoulos
IEEE Transactions on Signal Processing 63 (9), 2306-2320, 2015
642015
Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications.
X Fu, K Huang, ND Sidiropoulos, WK Ma
IEEE Signal Processing Magazine 36 (2), 59-80, 2019
632019
Robust volume minimization-based matrix factorization for remote sensing and document clustering
X Fu, K Huang, B Yang, WK Ma, ND Sidiropoulos
IEEE Transactions on Signal Processing 64 (23), 6254-6268, 2016
562016
Phase retrieval from 1D Fourier measurements: Convexity, uniqueness, and algorithms
K Huang, YC Eldar, ND Sidiropoulos
IEEE Transactions on Signal Processing 64 (23), 6105-6117, 2016
522016
Translation invariant word embeddings
K Huang, M Gardner, E Papalexakis, C Faloutsos, N Sidiropoulos, ...
Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015
382015
Joint tensor factorization and outlying slab suppression with applications
X Fu, K Huang, WK Ma, ND Sidiropoulos, R Bro
IEEE Transactions on Signal Processing 63 (23), 6315-6328, 2015
372015
On identifiability of nonnegative matrix factorization
X Fu, K Huang, ND Sidiropoulos
IEEE Signal Processing Letters 25 (3), 328-332, 2018
362018
Anchor-free correlated topic modeling: Identifiability and algorithm
K Huang, X Fu, ND Sidiropoulos
Advances in Neural Information Processing Systems, 1786-1794, 2016
342016
Phase retrieval using feasible point pursuit: Algorithms and Cramér–Rao bound
C Qian, ND Sidiropoulos, K Huang, L Huang, HC So
IEEE Transactions on Signal Processing 64 (20), 5282-5296, 2016
272016
Scalable and flexible multiview MAX-VAR canonical correlation analysis
X Fu, K Huang, M Hong, ND Sidiropoulos, AMC So
IEEE Transactions on Signal Processing 65 (16), 4150-4165, 2017
232017
Putting nonnegative matrix factorization to the test: a tutorial derivation of pertinent Cramer—Rao bounds and performance benchmarking
K Huang, ND Sidiropoulos
IEEE Signal Processing Magazine 31 (3), 76-86, 2014
232014
Nesterov-based alternating optimization for nonnegative tensor factorization: Algorithm and parallel implementation
AP Liavas, G Kostoulas, G Lourakis, K Huang, ND Sidiropoulos
IEEE Transactions on Signal Processing 66 (4), 944-953, 2017
172017
Efficient and distributed algorithms for large-scale generalized canonical correlations analysis
X Fu, K Huang, EE Papalexakis, HA Song, PP Talukdar, ND Sidiropoulos, ...
2016 IEEE 16th international conference on data mining (ICDM), 871-876, 2016
172016
Learning Hidden Markov Models from Pairwise Co-occurrences with Application to Topic Modeling
K Huang, X Fu, ND Sidiropoulos
International Conference on Machine Learning, 2068-2077, 2018
122018
Nesterov-based parallel algorithm for large-scale nonnegative tensor factorization
AP Liavas, G Kostoulas, G Lourakis, K Huang, ND Sidiropoulos
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
102017
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Artiklar 1–20