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Nikolaos Sidiropoulos
Nikolaos Sidiropoulos
Louis T. Rader Professor, Electrical & Computer Engineering, University of Virginia
在 virginia.edu 的電子郵件地址已通過驗證 - 首頁
標題
引用次數
引用次數
年份
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
16882017
Transmit beamforming for physical-layer multicasting
ND Sidiropoulos, TN Davidson, ZQ Luo
IEEE transactions on signal processing 54 (6), 2239-2251, 2006
14642006
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
11262017
Parallel factor analysis in sensor array processing
ND Sidiropoulos, R Bro, GB Giannakis
IEEE transactions on Signal Processing 48 (8), 2377-2388, 2000
8092000
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
7602018
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
7462005
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
7412000
Blind PARAFAC receivers for DS-CDMA systems
ND Sidiropoulos, GB Giannakis, R Bro
IEEE Transactions on Signal Processing 48 (3), 810-823, 2000
7312000
Convex optimization-based beamforming
AB Gershman, ND Sidiropoulos, S Shahbazpanahi, M Bengtsson, ...
IEEE Signal Processing Magazine 27 (3), 62-75, 2010
7002010
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
6572008
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
4602016
Space-Time Processing for MIMO Communications
AB Gershman, ND Sidiropoulos
4302005
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
4062017
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
3552010
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
3422013
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
2952019
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
2842015
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
2712007
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
2662000
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