Kejun Huang
Kejun Huang
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα ufl.edu - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
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
9182017
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
2402013
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
1612014
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
1432016
Consensus-ADMM for general quadratically constrained quadratic programming
K Huang, ND Sidiropoulos
IEEE Transactions on Signal Processing 64 (20), 5297-5310, 2016
1142016
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
1062019
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
802015
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
702016
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
572016
On identifiability of nonnegative matrix factorization
X Fu, K Huang, ND Sidiropoulos
IEEE Signal Processing Letters 25 (3), 328-332, 2018
522018
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
482015
Anchor-free correlated topic modeling: Identifiability and algorithm
K Huang, X Fu, ND Sidiropoulos
Advances in Neural Information Processing Systems 29, 1786-1794, 2016
382016
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
362015
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
312017
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
292016
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
272014
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
202017
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
192016
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
182018
Streaming tensor factorization for infinite data sources
S Smith, K Huang, ND Sidiropoulos, G Karypis
Proceedings of the 2018 SIAM International Conference on Data Mining, 81-89, 2018
172018
Δεν είναι δυνατή η εκτέλεση της ενέργειας από το σύστημα αυτή τη στιγμή. Προσπαθήστε ξανά αργότερα.
Άρθρα 1–20