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Nikolaos Sidiropoulos
Nikolaos Sidiropoulos
Louis T. Rader Professor, Electrical & Computer Engineering, University of Virginia
Dirección de correo verificada de virginia.edu - Página principal
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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
15252017
Transmit beamforming for physical-layer multicasting
ND Sidiropoulos, TN Davidson, ZQ Luo
IEEE transactions on signal processing 54 (6), 2239-2251, 2006
14002006
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
10172017
Parallel factor analysis in sensor array processing
ND Sidiropoulos, R Bro, GB Giannakis
IEEE transactions on Signal Processing 48 (8), 2377-2388, 2000
7972000
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
7402005
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
7312000
Blind PARAFAC receivers for DS-CDMA systems
ND Sidiropoulos, GB Giannakis, R Bro
IEEE Transactions on Signal Processing 48 (3), 810-823, 2000
7212000
Convex optimization-based beamforming
AB Gershman, ND Sidiropoulos, S Shahbazpanahi, M Bengtsson, ...
IEEE Signal Processing Magazine 27 (3), 62-75, 2010
6792010
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
6782018
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
6422008
Fast nearest neighbor search in medical image databases
F Korn, N Sidiropoulos, C Faloutsos, E Siegel, Z Protopapas
University of Maryland, 1996
4941996
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
4372016
Space-Time Processing for MIMO Communications
AB Gershman, ND Sidiropoulos
4252005
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
3832017
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
3392010
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
3302013
Fast and effective retrieval of medical tumor shapes
P Korn, N Sidiropoulos, C Faloutsos, E Siegel, Z Protopapas
IEEE transactions on knowledge and data engineering 10 (6), 889-904, 1998
2651998
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
2642015
Approximation bounds for quadratic optimization with homogeneous quadratic constraints
ZQ Luo, ND Sidiropoulos, P Tseng, S Zhang
SIAM Journal on optimization 18 (1), 1-28, 2007
2642007
Online data mining for co-evolving time sequences
BK Yi, ND Sidiropoulos, T Johnson, HV Jagadish, C Faloutsos, A Biliris
Proceedings of 16th International Conference on Data Engineering (Cat. No …, 2000
2642000
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