Követés
Nikolaos Sidiropoulos
Nikolaos Sidiropoulos
Louis T. Rader Professor, Electrical & Computer Engineering, University of Virginia
E-mail megerősítve itt: virginia.edu - Kezdőlap
Cím
Hivatkozott rá
Hivatkozott rá
Év
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
17562017
Transmit beamforming for physical-layer multicasting
ND Sidiropoulos, TN Davidson, ZQ Luo
IEEE transactions on signal processing 54 (6), 2239-2251, 2006
14752006
Towards k-means-friendly spaces: Simultaneous deep learning and clustering
B Yang, X Fu, ND Sidiropoulos, M Hong
international conference on machine learning, 3861-3870, 2017
11732017
Parallel factor analysis in sensor array processing
ND Sidiropoulos, R Bro, GB Giannakis
IEEE transactions on Signal Processing 48 (8), 2377-2388, 2000
8132000
Learning to optimize: Training deep neural networks for interference management
H Sun, X Chen, Q Shi, M Hong, X Fu, ND Sidiropoulos
IEEE Transactions on Signal Processing 66 (20), 5438-5453, 2018
7962018
On downlink beamforming with greedy user selection: performance analysis and a simple new algorithm
G Dimic, ND Sidiropoulos
IEEE Transactions on Signal processing 53 (10), 3857-3868, 2005
7512005
On the uniqueness of multilinear decomposition of N‐way arrays
ND Sidiropoulos, R Bro
Journal of Chemometrics: A Journal of the Chemometrics Society 14 (3), 229-239, 2000
7492000
Blind PARAFAC receivers for DS-CDMA systems
ND Sidiropoulos, GB Giannakis, R Bro
IEEE Transactions on Signal Processing 48 (3), 810-823, 2000
7342000
Convex optimization-based beamforming
AB Gershman, ND Sidiropoulos, S Shahbazpanahi, M Bengtsson, ...
IEEE Signal Processing Magazine 27 (3), 62-75, 2010
7012010
Quality of service and max-min fair transmit beamforming to multiple cochannel multicast groups
E Karipidis, ND Sidiropoulos, ZQ Luo
IEEE Transactions on Signal Processing 56 (3), 1268-1279, 2008
6632008
Fast nearest neighbor search in medical image databases
F Korn, N Sidiropoulos, C Faloutsos, E Siegel, Z Protopapas
University of Maryland, 1996
4981996
Tensors for data mining and data fusion: Models, applications, and scalable algorithms
EE Papalexakis, C Faloutsos, ND Sidiropoulos
ACM Transactions on Intelligent Systems and Technology (TIST) 8 (2), 1-44, 2016
4692016
Space-Time Processing for MIMO Communications
AB Gershman, ND Sidiropoulos
4342005
Learning to optimize: Training deep neural networks for wireless resource management
H Sun, X Chen, Q Shi, M Hong, X Fu, ND Sidiropoulos
2017 IEEE 18th International Workshop on Signal Processing Advances in …, 2017
4132017
Tensor algebra and multidimensional harmonic retrieval in signal processing for MIMO radar
D Nion, ND Sidiropoulos
IEEE Transactions on Signal Processing 58 (11), 5693-5705, 2010
3662010
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
3492013
Nonnegative matrix factorization for signal and data analytics: Identifiability, algorithms, and applications.
X Fu, K Huang, ND Sidiropoulos, WK Ma
IEEE Signal Process. Mag. 36 (2), 59-80, 2019
3032019
SPLATT: Efficient and parallel sparse tensor-matrix multiplication
S Smith, N Ravindran, ND Sidiropoulos, G Karypis
2015 IEEE International Parallel and Distributed Processing Symposium, 61-70, 2015
2892015
On Kruskal’s uniqueness condition for the Candecomp/Parafac decomposition
A Stegeman, ND Sidiropoulos
Linear Algebra and its applications 420 (2-3), 540-552, 2007
2762007
Machine learning in the air
D Gündüz, P De Kerret, ND Sidiropoulos, D Gesbert, CR Murthy, ...
IEEE Journal on Selected Areas in Communications 37 (10), 2184-2199, 2019
2672019
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