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IEEE Transactions on Signal Processing

Short Title: IEEE Trans. Signal Process.
Publisher: Institute of Electrical and Electronics Engineers (IEEE), New York, NY
ISSN: 1053-587X
Online: http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=78
Predecessor: IEEE Transactions on Acoustics, Speech, and Signal Processing
Documents Indexed: 8,905 Publications (since 1991)
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Latest Issues

67, No. 24 (2019)
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63, No. 24 (2015)
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...and 287 more Volumes
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Authors

102 Giannakis, Georgios B.
83 Eldar, Yonina Chana
81 Poor, Harold Vincent
68 Lau, Vincent K. N.
66 Palomar, Daniel Pérez
64 Nehorai, Arye
63 Vaidyanathan, Palghat P.
62 Sayed, Ali H.
62 Sidiropoulos, Nicholas D.
62 Varshney, Pramod K.
58 Stoica, Petre Gheorghe
47 Ottersten, Björn E.
46 Willett, Peter K.
45 Moura, José M. F.
45 So, Hing-Cheung
43 Leus, Geert
43 Wang, Xiaodong
42 De Maio, Antonio
42 Gershman, Alex B.
42 Hero, Alfred O. III
42 Ribeiro, Alejandro R.
41 Rao, Bhaskar D.
40 Moonen, Marc S.
39 Zoubir, Abdelhak M.
38 Boche, Holger
38 Heath, Robert W. jun.
38 Li, Jian
38 Luo, Zhi-Quan
36 Krishnamurthy, Vikram
36 Li, Hongbin
36 Pei, Soochang
36 Unser, Michael A.
36 Vo, Ba-Ngu
35 Ma, Wing-Kin
34 Tong, Lang
34 Vorobyov, Sergiy A.
33 Besson, Olivier
33 Swindlehurst, Arnold Lee
32 Liu, An
31 Scharf, Louis L.
31 Shahbazpanahi, Shahram
31 Xie, Lihua
29 Petropulu, Athina P.
29 Schniter, Philip
29 Vandendorpe, Luc
29 Xia, Xianggen
28 Koivunen, Visa
28 Tourneret, Jean-Yves
28 Utschick, Wolfgang
27 Amin, Moeness G.
27 Blum, Rick S.
27 Ricci, Giuseppe
27 Vetterli, Martin
26 Orlando, Danilo
26 van der Schaar, Mihaela
26 Weiss, Anthony J.
26 Wu, Yik-Chung
25 Ding, Zhi
25 Hassibi, Babak
25 Hua, Yingbo
25 Vo, Ba-Tuong
24 Davidson, Timothy N.
24 Jorswieck, Eduard Axel
24 Liu, K. J. Ray
24 Marano, Stefano
24 Selesnick, Ivan W.
24 Walden, Andrew T.
23 Abramovich, Yuri I.
23 Adali, Tülay
23 Blu, Thierry
23 Chang, Tsung-Hui
23 Djurić, Petar M.
23 Friedlander, Benjamin
23 Matta, Vincenzo
23 Tugnait, Jitendra K.
23 Wiesel, Ami
22 Babu, Prabhu
22 Bershad, Neil J.
22 Chi, Chong-Yung
22 Dougherty, Edward R.
22 Haardt, Martin
22 Hlawatsch, Franz
22 Mandic, Danilo P.
21 Larzabal, Pascal
21 Nguyen, Truong Quang
21 Swami, Ananthram
21 Teo, Kok Lay
21 Tuan, Hoang Duong
21 Yamada, Isao
20 Barbarossa, Sergio
20 Bermudez, José Carlos Moreira
20 De Lathauwer, Lieven
20 Farina, Alfonso
20 Gao, Feifei
20 Huang, Lei
20 Huang, Yongwei
20 Kozat, Suleyman Serdar
20 Mitra, Urbashi
20 Murthy, Chandra Ramabhadra
20 Singer, Andrew C.
...and 9,906 more Authors
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Fields

7,828 Information and communication theory, circuits (94-XX)
1,301 Statistics (62-XX)
823 Systems theory; control (93-XX)
584 Operations research, mathematical programming (90-XX)
505 Numerical analysis (65-XX)
336 Computer science (68-XX)
233 Probability theory and stochastic processes (60-XX)
231 Harmonic analysis on Euclidean spaces (42-XX)
129 Linear and multilinear algebra; matrix theory (15-XX)
89 Biology and other natural sciences (92-XX)
85 Optics, electromagnetic theory (78-XX)
82 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
71 Combinatorics (05-XX)
46 Approximations and expansions (41-XX)
29 Integral transforms, operational calculus (44-XX)
24 Special functions (33-XX)
20 Quantum theory (81-XX)
18 Number theory (11-XX)
14 Dynamical systems and ergodic theory (37-XX)
13 Calculus of variations and optimal control; optimization (49-XX)
8 Real functions (26-XX)
8 Functions of a complex variable (30-XX)
8 Operator theory (47-XX)
8 Convex and discrete geometry (52-XX)
8 Fluid mechanics (76-XX)
7 Ordinary differential equations (34-XX)
7 Functional analysis (46-XX)
7 Astronomy and astrophysics (85-XX)
6 Field theory and polynomials (12-XX)
6 Partial differential equations (35-XX)
6 Difference and functional equations (39-XX)
5 Group theory and generalizations (20-XX)
5 Measure and integration (28-XX)
5 Integral equations (45-XX)
5 Geometry (51-XX)
5 Geophysics (86-XX)
4 Abstract harmonic analysis (43-XX)
4 Statistical mechanics, structure of matter (82-XX)
2 Commutative algebra (13-XX)
2 Topological groups, Lie groups (22-XX)
2 Potential theory (31-XX)
2 Differential geometry (53-XX)
1 General and overarching topics; collections (00-XX)
1 Algebraic geometry (14-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Sequences, series, summability (40-XX)

Publications by Year

Citations contained in zbMATH Open

4,252 Publications have been cited 19,138 times in 10,793 Documents Cited by Year
Matching pursuits with time-frequency dictionaries. Zbl 0842.94004
Mallat, Stéphane G.; Zhang, Zhifeng
370
1993
Sparse reconstruction by separable approximation. Zbl 1391.94442
Wright, Stephen J.; Nowak, Robert D.; Figueiredo, Mário A. T.
214
2009
K-SVD: an algorithm for designing overcomplete dictionaries for sparse representation. Zbl 1375.94040
Aharon, M.; Elad, M.; Bruckstein, A.
200
2006
Robust \(H_{\infty}\) filtering for stochastic time-delay systems with missing measurements. Zbl 1373.94729
Wang, Zidong; Yang, Fuwen; Ho, D. W. C.; Liu, Xiaohui
145
2006
A delay-dependent approach to robust \(H_{\infty}\) filtering for uncertain discrete-time state-delayed systems. Zbl 1369.93175
Gao, Huijun; Wang, Changhong
135
2004
Robust \(\mathcal H_{\infty}\) filtering for Markovian jump systems with randomly occurring nonlinearities and sensor saturation: the finite-horizon case. Zbl 1391.93234
Dong, Hongli; Wang, Zidong; Ho, Daniel W. C.; Gao, Huijun
97
2011
Embedded image coding using zerotrees of wavelet coefficients. Zbl 0841.94020
Shapiro, Jerome M.
88
1993
Robust \(H_{\infty}\) filtering for a class of nonlinear networked systems with multiple stochastic communication delays and packet dropouts. Zbl 1392.94183
Dong, Hongli; Wang, Zidong; Gao, Huijun
83
2010
New approach to mixed \(\mathcal H_2/\mathcal H_\infty\) filtering for polytopic discrete-time systems. Zbl 1370.93274
Gao, Huijun; Lam, James; Xie, Lihua; Wang, Changhong
80
2005
Robust \(H_{\infty}\) filtering for nonlinear stochastic systems. Zbl 1370.93293
Zhang, Weihai; Chen, Bor-Sen; Tseng, Chung-Shi
75
2005
Sampling signals with finite rate of innovation. Zbl 1369.94309
Vetterli, Martin; Marziliano, Pina; Blu, Thierry
73
2002
Distributed filtering for a class of time-varying systems over sensor networks with quantization errors and successive packet dropouts. Zbl 1391.93232
Dong, Hongli; Wang, Zidong; Gao, Huijun
67
2012
Robust \(H_{\infty}\) filter design of uncertain descriptor systems with discrete and distributed delays. Zbl 1370.93111
Yue, Dong; Han, Qing-Long
64
2004
A survey of convergence results on particle filtering methods for practitioners. Zbl 1369.60015
Crisan, Dan; Doucet, Arnaud
61
2002
Optimal linear filtering under parameter uncertainty. Zbl 0988.93082
Geromel, José C.
58
1999
Correntropy: properties and applications in non-Gaussian signal processing. Zbl 1390.94277
Liu, Weifeng; Pokharel, Puskal P.; Principe, Jose C.
58
2007
Distributed consensus algorithms in sensor networks with imperfect communication: link failures and channel noise. Zbl 1391.94263
Kar, Soummya; Moura, José M. F.
56
2009
Nonfragile \(H_{\infty}\) filtering of continuous-time fuzzy systems. Zbl 1391.93134
Chang, Xiao-Heng; Yang, Guang-Hong
56
2011
Wavelets and filter banks: Theory and design. Zbl 0825.94059
Vetterli, Martin; Herley, Cormac
55
1992
Robust \(\mathcal H_{\infty}\) filter design for uncertain linear systems with multiple time-varying state delays. Zbl 1369.93667
de Souza, Carlos E.; Palhares, Reinaldo Martinez; Peres, Pedro Luis Dias
54
2001
A block-iterative surrogate constraint splitting method for quadratic signal recovery. Zbl 1369.94121
Combettes, Patrick L.
52
2003
Recovering sparse signals with a certain family of nonconvex penalties and DC programming. Zbl 1391.90489
Gasso, Gilles; Rakotomamonjy, Alain; Canu, Stéphane
52
2009
Online learning with kernels. Zbl 1369.68281
Kivinen, Jyrki; Smola, Alexander J.; Williamson, Robert C.
51
2004
A sparse signal reconstruction perspective for source localization with sensor arrays. Zbl 1370.94191
Malioutov, Dmitry; Çetin, Müjdat; Willsky, Alan S.
51
2005
High-resolution radar via compressed sensing. Zbl 1391.94236
Herman, Matthew A.; Strohmer, Thomas
50
2009
Block-sparse signals: uncertainty relations and efficient recovery. Zbl 1392.94195
Eldar, Yonina C.; Kuppinger, Patrick; Bölcskei, Helmut
50
2010
Variance-constrained \(\mathcal H_{\infty}\) filtering for a class of nonlinear time-varying systems with multiple missing measurements: the finite-horizon case. Zbl 1391.93233
Dong, Hongli; Wang, Zidong; Ho, Daniel W. C.; Gao, Huijun
49
2010
Shifting inequality and recovery of sparse signals. Zbl 1392.94117
Cai, T. Tony; Wang, Lie; Xu, Guangwu
49
2010
Sparse solutions to linear inverse problems with multiple measurement vectors. Zbl 1372.65123
Cotter, Shane F.; Rao, Bhaskar D.; Engan, Kjersti; Kreutz-Delgado, Kenneth
48
2005
Gain-constrained recursive filtering with stochastic nonlinearities and probabilistic sensor delays. Zbl 1393.94261
Hu, Jun; Wang, Zidong; Shen, Bo; Gao, Huijun
47
2013
Robust \(\mathcal H_{\infty}\) filtering for uncertain discrete-time state-delayed systems. Zbl 1369.93641
Martinez Palhares, Reinaldo; de Souza, Carlos E.; Peres, Pedro Luis Dias
46
2001
Sampling moments and reconstructing signals of finite rate of innovation: Shannon meets strang-fix. Zbl 1391.94598
Dragotti, Pier Luigi; Vetterli, Martin; Blu, Thierry
46
2007
Sensor selection via convex optimization. Zbl 1391.90679
Joshi, Siddharth; Boyd, Stephen
46
2009
Reduced-order \(H_{\infty}\) filtering for stochastic systems. Zbl 1369.94325
Xu, Shengyuan; Chen, Tongwen
45
2002
B-spline signal processing. I: Theory. Zbl 0825.94086
Unser, Michael; Aldroubi, Akram; Eden, Murray
45
1993
Cardinal exponential splines. I: Theory and filtering algorithms. Zbl 1370.94262
Unser, Michael; Blu, Thierry
42
2005
Nonuniform fast Fourier transforms using min-max interpolation. Zbl 1369.94048
Fessler, Jeffrey A.; Sutton, Bradley P.
41
2003
The discrete wavelet transform: Wedding the à trous and Mallat algorithms. Zbl 0825.94053
Shensa, Mark J.
41
1992
Tensor decomposition for signal processing and machine learning. Zbl 1415.94232
Sidiropoulos, Nicholas D.; de Lathauwer, Lieven; Fu, Xiao; Huang, Kejun; Papalexakis, Evangelos E.; Faloutsos, Christos
41
2017
Bayesian compressive sensing. Zbl 1390.94231
Ji, Shihao; Xue, Ya; Carin, Lawrence
40
2008
Cubature Kalman filtering for continuous-discrete systems: theory and simulations. Zbl 1391.93223
Arasaratnam, Ienkaran; Haykin, Simon; Hurd, Thomas R.
40
2010
Fault detection filter design for Markovian jump singular systems with intermittent measurements. Zbl 1392.94544
Yao, Xiuming; Wu, Ligang; Zheng, Wei Xing
40
2011
Fixed-order robust \(\_{\infty}\) filter design for Markovian jump systems with uncertain switching probabilities. Zbl 1373.94736
Xiong, Junlin; Lam, J.
40
2006
Efficient implementation of quaternion Fourier transform convolution, and correlation by 2-D complex FFT. Zbl 1369.65190
Pei, Soo-Chang; Ding, Jian-Jiun; Chang, Ja-Han
39
2001
The Zak transform and sampling theorems for wavelet subspaces. Zbl 0841.94011
Janssen, Augustus J. E. M.
39
1993
A delay-dependent approach to robust \(H_{\infty}\) filtering for uncertain distributed delay systems. Zbl 1370.93109
Xu, Shengyuan; Lam, James; Chen, Tongwen; Zou, Yun
39
2005
Optimization algorithms exploiting unitary constraints. Zbl 1369.90169
Manton, Jonathan H.
38
2002
On the linear convergence of the ADMM in decentralized consensus optimization. Zbl 1394.94532
Shi, Wei; Ling, Qing; Yuan, Kun; Wu, Gang; Yin, Wotao
38
2014
Hypercomplex signals – a novel extension of the analytic signal to the multidimensional case. Zbl 1369.94099
Bülow, Thomas; Sommer, Gerald
37
2001
The monogenic signal. Zbl 1369.94139
Felsberg, Michael; Sommer, Gerald
37
2001
ForWaRD: Fourier-wavelet regularized deconvolution for ill-conditioned systems. Zbl 1369.94238
Neelamani, Ramesh; Choi, Hyeokho; Baraniuk, Richard
37
2004
An improved delay-dependent \(H_{\infty}\) filtering of linear neutral systems. Zbl 1369.93623
Fridman, Emilia; Shaked, Uri
37
2004
Performance analysis of estimation algorithms of nonstationary ARMA processes. Zbl 1373.94569
Ding, Feng; Shi, Yang; Chen, Tongwen
37
2006
Consensus in ad hoc WSNs with noisy links. I: Distributed estimation of deterministic signals. Zbl 1390.94395
Schizas, Ioannis D.; Ribeiro, Alejandro; Giannakis, Georgios B.
36
2008
Distributing the Kalman filter for large-scale systems. Zbl 1390.94242
Khan, Usman A.; Moura, José M. F.
36
2008
Distributed consensus algorithms in sensor networks: quantized data and random link failures. Zbl 1392.94269
Kar, Soummya; Moura, José M. F.
36
2010
Using iterated function systems to model discrete sequences. Zbl 0753.58015
Mazel, David S.; Hayes, Monson H.
35
1992
Induced \(l_2\) and generalized \(H_2\) filtering for systems with repeated scalar nonlinearities. Zbl 1370.94125
Gao, Huijun; Lam, James; Wang, Changhong
35
2005
Blind separation of speech mixtures via time-frequency masking. Zbl 1369.94383
Yılmaz, Özgür; Rickard, Scott
34
2004
Network-based robust \(H_{\infty}\) filtering for uncertain linear systems. Zbl 1373.93111
Yue, D.; Han, Q.-l.
34
2006
On the reconstruction of block-sparse signals with an optimal number of measurements. Zbl 1391.94402
Stojnic, Mihailo; Parvaresh, Farzad; Hassibi, Babak
33
2009
Distributed average consensus with dithered quantization. Zbl 1390.94083
Aysal, Tuncer Can; Coates, Mark J.; Rabbat, Michael G.
33
2008
Sensitivity to basis mismatch in compressed sensing. Zbl 1392.94144
Chi, Yuejie; Scharf, Louis L.; Pezeshki, Ali; Calderbank, A. Robert
33
2011
Phase retrieval using alternating minimization. Zbl 1394.94421
Netrapalli, Praneeth; Jain, Prateek; Sanghavi, Sujay
33
2015
Geodesic entropic graphs for dimension and entropy estimation in manifold learning. Zbl 1369.68278
Costa, Jose A.; Hero, Alfred O.
32
2004
The discrete fractional Fourier transform. Zbl 1011.65102
Candan, Çãgaty; Kutay, M. Alper; Ozaktas, Haldun M.
32
2000
\(H_\infty\) filtering of 2-D discrete systems. Zbl 0996.93089
Du, Chunling; Xie, Lihua; Soh, Yeng Chai
32
2000
The quaternion LMS algorithm for adaptive filtering of hypercomplex processes. Zbl 1391.93261
Took, Clive Cheong; Mandic, Danilo P.
32
2009
Sparse Bayesian learning for basis selection. Zbl 1369.94318
Wipf, David P.; Rao, Bhaskar D.
31
2004
Adaptive Kalman filtering in networked systems with random sensor delays, multiple packet dropouts and missing measurements. Zbl 1391.93252
Moayedi, Maryam; Foo, Yung K.; Soh, Yeng C.
31
2010
Alternating projections and Douglas-Rachford for sparse affine feasibility. Zbl 1394.94227
Hesse, Robert; Luke, D. Russell; Neumann, Patrick
31
2014
The Gaussian mixture probability hypothesis density filter. Zbl 1374.94614
Vo, B.-N.; Ma, W.-K.
31
2006
A new \(H_{\infty}\) filter design for linear time delay systems. Zbl 1369.93622
Fridman, E.; Shaked, Uri
30
2001
Gaussian particle filtering. Zbl 1369.94195
Kotecha, Jayesh H.; Djurić, Petar M.
30
2003
An affine scaling methodology for best basis selection. Zbl 0984.94010
Rao, Bhaskar D.; Kreutz-Delgado, Kenneth
30
1999
Diffusion least-mean squares over adaptive networks: formulation and performance analysis. Zbl 1390.94283
Lopes, Cassio G.; Sayed, Ali H.
30
2008
A new fault detection scheme for networked control systems subject to uncertain time-varying delay. Zbl 1390.94584
Wang, Yongqiang; Ding, Steven X.; Ye, Hao; Wang, Guizeng
30
2008
Diffusion LMS strategies for distributed estimation. Zbl 1392.94123
Cattivelli, Federico S.; Sayed, Ali H.
30
2010
Atomic norm denoising with applications to line spectral estimation. Zbl 1394.94079
Bhaskar, Badri Narayan; Tang, Gongguo; Recht, Benjamin
30
2013
Theoretical results on sparse representations of multiple-measurement vectors. Zbl 1375.94051
Chen, Jie; Huo, Xiaoming
30
2006
Hypercomplex correlation techniques for vector images. Zbl 1369.94032
Moxey, C. Eddie; Sangwine, Stephen J.; Ell, Todd A.
29
2003
Robust wideband beamforming by the hybrid steepest descent method. Zbl 1390.94416
Slavakis, Konstantinos; Yamada, Isao
29
2007
A fast approach for overcomplete sparse decomposition based on smoothed \(\ell^0\) norm. Zbl 1391.94325
Mohimani, Hosein; Babaie-Zadeh, Massoud; Jutten, Christian
29
2009
GESPAR: efficient phase retrieval of sparse signals. Zbl 1394.94522
Shechtman, Yoav; Beck, Amir; Eldar, Yonina C.
29
2014
Robust \(H_{\infty}\) filtering for uncertain 2-D continuous systems. Zbl 1370.93292
Xu, Shengyuan; Lam, James; Zou, Yun; Lin, Zhiping; Paszke, Wojciech
29
2005
Relations between fractional operations and time-frequency distributions, and their applications. Zbl 1369.94258
Pei, Soo-Chang; Ding, Jian-Jiun
28
2001
High-order balanced multiwavelets: theory, factorization, and design. Zbl 1369.42031
Lebrun, Jérôme; Vetterli, Martin
28
2001
Kruskal’s permutation lemma and the identification of CANDECOMP/PARAFAC and bilinear models with constant modulus constraints. Zbl 1369.94186
Jiang, Tao; Sidiropoulos, Nicholas D.
28
2004
Theory of regular \(M\)-band wavelet bases. Zbl 0841.94021
Steffen, Peter; Heller, Peter N.; Gopinath, Ramesh A.; Burrus, C. Sidney
28
1993
Multiresolution representations using the autocorrelation functions of compactly supported wavelets. Zbl 0841.94019
Saito, Naoki; Beylkin, Gregory
28
1993
One or two frequencies? The empirical mode decomposition answers. Zbl 1390.94382
Rilling, Gabriel; Flandrin, Patrick
28
2008
Structured compressed sensing: from theory to applications. Zbl 1392.94188
Duarte, Marco F.; Eldar, Yonina C.
28
2011
Blind separation of instantaneous mixtures of nonstationary sources. Zbl 1369.94262
Pham, Dinh-Tuan; Cardoso, Jean-François
27
2001
An uncertainty principle for real signals in the fractional Fourier transform domain. Zbl 1369.94287
Shinde, Sudarshan; Gadre, Vikram M.
27
2001
Nonlinear filtering for state delayed systems with Markovian switching. Zbl 1369.94314
Wang, Zidong; Lam, James; Liu, Xiaohui
27
2003
The kernel recursive least-squares algorithm. Zbl 1369.68280
Engel, Yaakov; Mannor, Shie; Meir, Ron
27
2004
The extended Kalman filter as an exponential observer for nonlinear systems. Zbl 0972.93071
Reif, Konrad; Unbehauen, Rolf
27
1999
Convexly constrained linear inverse problems: Iterative least-squares and regularization. Zbl 0978.93085
Sabharwal, Ashutosh; Potter, Lee C.
27
1998
Adaptive reliable \(H_{\infty}\) filtering against sensor failures. Zbl 1391.94458
Yang, Guang-Hong; Ye, Dan
27
2007
Optimized projections for compressed sensing. Zbl 1390.94168
Elad, Michael
27
2007
Nonconvex optimization meets low-rank matrix factorization: an overview. Zbl 07123429
Chi, Yuejie; Lu, Yue M.; Chen, Yuxin
20
2019
A framework of adaptive multiscale wavelet decomposition for signals on undirected graphs. Zbl 1458.94160
Zheng, Xianwei; Tang, Yuan Yan; Zhou, Jiantao
7
2019
Noise benefits in combined nonlinear Bayesian estimators. Zbl 07123384
Duan, Fabing; Pan, Yan; Chapeau-Blondeau, François; Abbott, Derek
4
2019
Exact diffusion for distributed optimization and learning. I: Algorithm development. Zbl 1414.90277
Yuan, Kun; Ying, Bicheng; Zhao, Xiaochuan; Sayed, Ali H.
4
2019
A novel robust Gaussian-Student’s \(t\) mixture distribution based Kalman filter. Zbl 07123311
Huang, Yulong; Zhang, Yonggang; Zhao, Yuxin; Chambers, Jonathon A.
3
2019
A decentralized proximal-gradient method with network independent step-sizes and separated convergence rates. Zbl 07123375
Li, Zhi; Shi, Wei; Yan, Ming
3
2019
Hybrid-spline dictionaries for continuous-domain inverse problems. Zbl 07123517
Debarre, Thomas; Aziznejad, Shayan; Unser, Michael
3
2019
Exact diffusion for distributed optimization and learning. II: Convergence analysis. Zbl 1414.90278
Yuan, Kun; Ying, Bicheng; Zhao, Xiaochuan; Sayed, Ali H.
3
2019
Analysis of distributed ADMM algorithm for consensus optimization in presence of node error. Zbl 1458.90515
Majzoobi, Layla; Lahouti, Farshad; Shah-Mansouri, Vahid
3
2019
Optimal spectral initialization for signal recovery with applications to phase retrieval. Zbl 1458.94111
Luo, Wangyu; Alghamdi, Wael; Lu, Yue M.
2
2019
Learning ReLU networks on linearly separable data: algorithm, optimality, and generalization. Zbl 1458.68185
Wang, Gang; Giannakis, Georgios B.; Chen, Jie
2
2019
Source resolvability of spatial-smoothing-based subspace methods: a Hadamard product perspective. Zbl 1458.94152
Yang, Zai; Stoica, Petre; Tang, Jinhui
2
2019
Eigendecomposition-free sampling set selection for graph signals. Zbl 1458.94123
Sakiyama, Akie; Tanaka, Yuichi; Tanaka, Toshihisa; Ortega, Antonio
2
2019
Hypercomplex widely linear estimation through the lens of underpinning geometry. Zbl 07123339
Nitta, Tohru; Kobayashi, Masaki; Mandic, Danilo P.
2
2019
Tests for the weights of the global minimum variance portfolio in a high-dimensional setting. Zbl 07123374
Bodnar, Taras; Dmytriv, Solomiia; Parolya, Nestor; Schmid, Wolfgang
2
2019
MMSE approximation for sparse coding algorithms using stochastic resonance. Zbl 07123383
Simon, Dror; Sulam, Jeremias; Romano, Yaniv; Lu, Yue M.; Elad, Michael
2
2019
Super resolution phase retrieval for sparse signals. Zbl 07123401
Baechler, Gilles; Kreković, Miranda; Ranieri, Juri; Chebira, Amina; Lu, Yue M.; Vetterli, Martin
2
2019
A novel Kullback-Leibler divergence minimization-based adaptive Student’s \(t\)-filter. Zbl 07123441
Huang, Yulong; Zhang, Yonggang; Chambers, Jonathon A.
2
2019
Secure state estimation against integrity attacks: a Gaussian mixture model approach. Zbl 1414.62349
Guo, Ziyang; Shi, Dawei; Quevedo, Daniel E.; Shi, Ling
2
2019
Variance-reduced stochastic learning by networked agents under random reshuffling. Zbl 1414.93023
Yuan, Kun; Ying, Bicheng; Liu, Jiageng; Sayed, Ali H.
2
2019
Sampling and reconstruction of multiple-input multiple-output channels. Zbl 1415.94371
Lee, Dae Gwan; Pfander, Götz E.; Pohl, Volker
2
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Matrix completion with deterministic pattern: a geometric perspective. Zbl 1414.15034
Shapiro, Alexander; Xie, Yao; Zhang, Rui
2
2019
Learning in wireless control systems over nonstationary channels. Zbl 1415.94388
Eisen, Mark; Gatsis, Konstantinos; Pappas, George J.; Ribeiro, Alejandro
2
2019
Low rank and structured modeling of high-dimensional vector autoregressions. Zbl 1415.94051
Basu, Sumanta; Li, Xianqi; Michailidis, George
2
2019
Graph topology inference based on sparsifying transform learning. Zbl 1458.94333
Sardellitti, Stefania; Barbarossa, Sergio; Di Lorenzo, Paolo
2
2019
Parallel transport on the cone manifold of SPD matrices for domain adaptation. Zbl 1458.65051
Yair, Or; Ben-Chen, Mirela; Talmon, Ronen
2
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Low-rank data completion with very low sampling rate using Newton’s method. Zbl 1458.65049
Ashraphijuo, Morteza; Wang, Xiaodong; Zhang, Junwei
2
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Online primal-dual methods with measurement feedback for time-varying convex optimization. Zbl 1458.90508
Bernstein, Andrey; Dall’anese, Emiliano; Simonetto, Andrea
2
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Greedy kernel change-point detection. Zbl 07160286
Truong, Charles; Oudre, Laurent; Vayatis, Nicolas
2
2019
Semi-blind inference of topologies and dynamical processes over dynamic graphs. Zbl 1458.94100
Ioannidis, Vassilis N.; Shen, Yanning; Giannakis, Georgios B.
1
2019
Advances in distributed graph filtering. Zbl 1458.94085
Coutino, Mario; Isufi, Elvin; Leus, Geert
1
2019
Corrections to “On the restricted isometry of the columnwise Khatri-Rao product”. Zbl 1458.94102
Khanna, Saurabh; Murthy, Chandra Ramabhadra
1
2019
Stable principal component pursuit via convex analysis. Zbl 1458.90679
Yin, Lei; Parekh, Ankit; Selesnick, Ivan
1
2019
Learning optimal resource allocations in wireless systems. Zbl 1458.90192
Eisen, Mark; Zhang, Clark; Chamon, Luiz F. O.; Lee, Daniel D.; Ribeiro, Alejandro
1
2019
DOA estimation exploiting sparse array motions. Zbl 07123270
Qin, Guodong; Amin, Moeness G.; Zhang, Yimin D.
1
2019
Subspace averaging and order determination for source enumeration. Zbl 07123271
Garg, Vaibhav; Santamaria, Ignacio; Ramírez, David; Scharf, Louis L.
1
2019
Extraction of useful information content from noisy signals based on structural affinity of clustered TFDs’ coefficients. Zbl 07123280
Saulig, Nicoletta; Lerga, Jonatan; Milanović, Željka; Ioana, Cornel
1
2019
Two-dimensional super-resolution via convex relaxation. Zbl 07123295
Valiulahi, Iman; Daei, Sajad; Haddadi, Farzan; Parvaresh, Farzad
1
2019
Bilinear recovery using adaptive vector-AMP. Zbl 07123296
Sarkar, Subrata; Fletcher, Alyson K.; Rangan, Sundeep; Schniter, Philip
1
2019
Automatic recognition of general LPI radar waveform using SSD and supplementary classifier. Zbl 07123305
Hoang, Linh Manh; Kim, Minjun; Kong, Seung-Hyun
1
2019
Widely linear complex-valued estimated-input LMS algorithm for bias-compensated adaptive filtering with noisy measurements. Zbl 07123310
Zhang, Sheng; Zhang, Jiashu; Zheng, Wei Xing; So, Hing Cheung
1
2019
Geometric-algebra adaptive filters. Zbl 07123314
Bezerra Lopes, Wilder; Guimaraes Lopes, Cassio
1
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Characterization of analytic wavelet transforms and a new phaseless reconstruction algorithm. Zbl 07123333
Holighaus, Nicki; Koliander, Günther; Průša, Zdeněk; Abreu, Luis Daniel
1
2019
Full mean square performance bounds on quaternion estimators for improper data. Zbl 07123347
Xia, Yili; Tao, Song; Li, Zhe; Xiang, Min; Pei, Wenjiang; Mandic, Danilo P.
1
2019
Optimization algorithms for graph Laplacian estimation via ADMM and MM. Zbl 07123357
Zhao, Licheng; Wang, Yiwei; Kumar, Sandeep; Palomar, Daniel P.
1
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Tests for the parameters of chirp signal model. Zbl 07123361
Dhar, Subhra Sankar; Kundu, Debasis; Das, Ujjwal
1
2019
Joint network topology and dynamics recovery from perturbed stationary points. Zbl 07123382
Wai, Hoi-To; Scaglione, Anna; Barzel, Baruch; Leshem, Amir
1
2019
On the algorithmic computability of the secret key and authentication capacity under channel, storage, and privacy leakage constraints. Zbl 07123386
Boche, Holger; Schaefer, Rafael F.; Baur, Sebastian; Poor, H. Vincent
1
2019
Resilient distributed parameter estimation with heterogeneous data. Zbl 07123406
Chen, Yuan; Kar, Soummya; Moura, José M. F.
1
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An exact quantized decentralized gradient descent algorithm. Zbl 07123407
Reisizadeh, Amirhossein; Mokhtari, Aryan; Hassani, Hamed; Pedarsani, Ramtin
1
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Weakly convex regularized robust sparse recovery methods with theoretical guarantees. Zbl 07123415
Yang, Chengzhu; Shen, Xinyue; Ma, Hongbing; Chen, Badong; Gu, Yuantao; So, Hing Cheung
1
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Nonconvex regularized robust PCA using the proximal block coordinate descent algorithm. Zbl 07123440
Wen, Fei; Ying, Rendong; Liu, Peilin; Truong, Trieu-Kien
1
2019
Sparse recovery and dictionary learning from nonlinear compressive measurements. Zbl 07123505
Rencker, Lucas; Bach, Francis; Wang, Wenwu; Plumbley, Mark D.
1
2019
Manifold optimization over the set of doubly stochastic matrices: a second-order geometry. Zbl 07123512
Douik, Ahmed; Hassibi, Babak
1
2019
Learning tensors from partial binary measurements. Zbl 1414.15029
Ghadermarzy, Navid; Plan, Yaniv; Yilmaz, Ozgur
1
2019
CayleyNets: graph convolutional neural networks with complex rational spectral filters. Zbl 1415.68169
Levie, Ron; Monti, Federico; Bresson, Xavier; Bronstein, Michael M.
1
2019
Computationally efficient off-line joint change point detection in multiple time series. Zbl 1415.94326
Eriksson, Markus; Olofsson, Tomas
1
2019
Information geometric approach to multisensor estimation fusion. Zbl 1415.94250
Tang, Mengjiao; Rong, Yao; Zhou, Jie; Li, X. Rong
1
2019
A CPHD approximation based on a discrete-gamma cardinality model. Zbl 1414.62087
de Melo, Flávio Eler; Maskell, Simon
1
2019
Localization of near-field sources based on linear prediction and oblique projection operator. Zbl 1415.94314
Zuo, Weiliang; Xin, Jingmin; Liu, Wenyi; Zheng, Nanning; Ohmori, Hiromitsu; Sano, Akira
1
2019
An accelerated composite gradient method for large-scale composite objective problems. Zbl 1414.90266
Florea, Mihai I.; Vorobyov, Sergiy A.
1
2019
Stochastic learning under random reshuffling with constant step-sizes. Zbl 1414.90276
Ying, Bicheng; Yuan, Kun; Vlaski, Stefan; Sayed, Ali H.
1
2019
Learning filter bank sparsifying transforms. Zbl 1415.94202
Pfister, Luke; Bresler, Yoram
1
2019
A binning approach to quickest change detection with unknown post-change distribution. Zbl 1415.94336
Lau, Tze Siong; Tay, Wee Peng; Veeravalli, Venugopal V.
1
2019
Joint independent subspace analysis: uniqueness and identifiability. Zbl 1415.94156
Lahat, Dana; Jutten, Christian
1
2019
Bounding multivariate trigonometric polynomials. Zbl 1414.42002
Pfister, Luke; Bresler, Yoram
1
2019
Cramér-Rao bound for constrained parameter estimation using Lehmann-unbiasedness. Zbl 1414.62075
Nitzan, Eyal; Routtenberg, Tirza; Tabrikian, Joseph
1
2019
Supervised learning under distributed features. Zbl 1414.90370
Ying, Bicheng; Yuan, Kun; Sayed, Ali H.
1
2019
A large dimensional analysis of least squares support vector machines. Zbl 1414.62250
Liao, Zhenyu; Couillet, Romain
1
2019
Distributed topology manipulation to control epidemic spreading over networks. Zbl 1414.68142
Xue, Dong; Hirche, Sandra
1
2019
Online forecasting matrix factorization. Zbl 1414.62393
Gultekin, San; Paisley, John
1
2019
Sparse signal recovery via generalized entropy functions minimization. Zbl 1415.94132
Huang, Shuai; Tran, Trac D.
1
2019
Online learning with inexact proximal online gradient descent algorithms. Zbl 1414.90282
Dixit, Rishabh; Bedi, Amrit Singh; Tripathi, Ruchi; Rajawat, Ketan
1
2019
Estimation of the evolutionary spectra with application to stationarity test. Zbl 1414.62390
Xiang, Yu; Ding, Jie; Tarokh, Vahid
1
2019
Multi-snapshot spectrum sensing for cognitive radar via block-sparsity exploitation. Zbl 1415.94047
Aubry, Augusto; Carotenuto, Vincenzo; De Maio, Antonio; Govoni, Mark A.
1
2019
Two-channel critically sampled graph filter banks with spectral domain sampling. Zbl 1415.94373
Sakiyama, Akie; Watanabe, Kana; Tanaka, Yuichi; Ortega, Antonio
1
2019
Sampling and super resolution of sparse signals beyond the Fourier domain. Zbl 1415.94369
Bhandari, Ayush; Eldar, Yonina C.
1
2019
Event-driven sensor scheduling for mission-critical control applications. Zbl 1414.90173
Yu, Manli; Cai, Songfu; Lau, Vincent K. N.
1
2019
Split-and-augmented Gibbs sampler – application to large-scale inference problems. Zbl 1415.94375
Vono, Maxime; Dobigeon, Nicolas; Chainais, Pierre
1
2019
Optimal mean-reverting portfolio with leverage constraint for statistical arbitrage in finance. Zbl 1415.94307
Zhao, Ziping; Zhou, Rui; Palomar, Daniel P.
1
2019
MISC array: a new sparse array design achieving increased degrees of freedom and reduced mutual coupling effect. Zbl 1458.94161
Zheng, Zhi; Wang, Wen-Qin; Kong, Yangyang; Zhang, Yimin D.
1
2019
Asynchronous saddle point algorithm for stochastic optimization in heterogeneous networks. Zbl 1458.90490
Bedi, Amrit Singh; Koppel, Alec; Rajawat, Ketan
1
2019
Finding GEMS: multi-scale dictionaries for high-dimensional graph signals. Zbl 1458.94154
Yankelevsky, Yael; Elad, Michael
1
2019
STGRFT for detection of maneuvering weak target with multiple motion models. Zbl 1458.94164
Li, Xiaolong; Sun, Zhi; Yeo, Tat Soon; Zhang, Tianxian; Yi, Wei; Cui, Guolong; Kong, Lingjiang
1
2019
Adaptive global time sequence averaging method using dynamic time warping. Zbl 1458.94108
Liu, Yu-Tao; Zhang, Yong-An; Zeng, Ming
1
2019
On the uniqueness and stability of dictionaries for sparse representation of noisy signals. Zbl 07160267
Garfinkle, Charles J.; Hillar, Christopher J.
1
2019
Distributed robust beamforming based on low-rank and cross-correlation techniques: design and analysis. Zbl 07160301
Ruan, Hang; de Lamare, Rodrigo C.
1
2019
Bispectrum inversion with application to multireference alignment. Zbl 1414.94066
Bendory, Tamir; Boumal, Nicolas; Ma, Chao; Zhao, Zhizhen; Singer, Amit
7
2018
Global optimality in low-rank matrix optimization. Zbl 1414.90297
Zhu, Zhihui; Li, Qiuwei; Tang, Gongguo; Wakin, Michael B.
6
2018
Multilayer convolutional sparse modeling: pursuit and dictionary learning. Zbl 1415.94241
Sulam, Jeremias; Papyan, Vardan; Romano, Yaniv; Elad, Michael
5
2018
Convex recovery of continuous domain piecewise constant images from nonuniform Fourier samples. Zbl 1414.94869
Ongie, Greg; Biswas, Sampurna; Jacob, Mathews
4
2018
Sparse phase retrieval via truncated amplitude flow. Zbl 1414.94656
Wang, Gang; Zhang, Liang; Giannakis, Georgios B.; Akçakaya, Mehmet; Chen, Jie
4
2018
Nonconvex sparse logistic regression with weakly convex regularization. Zbl 1414.62330
Shen, Xinyue; Gu, Yuantao
4
2018
Continuous-domain solutions of linear inverse problems with Tikhonov versus generalized TV regularization. Zbl 1415.94119
Gupta, Harshit; Fageot, Julien; Unser, Michael
4
2018
On Fienup methods for sparse phase retrieval. Zbl 1414.94467
Pauwels, Edouard Jean Robert; Beck, Amir; Eldar, Yonina C.; Sabach, Shoham
3
2018
Tradeoffs between convergence speed and reconstruction accuracy in inverse problems. Zbl 1414.94216
Giryes, Raja; Eldar, Yonina C.; Bronstein, Alex M.; Sapiro, Guillermo
3
2018
Accelerated distributed dual averaging over evolving networks of growing connectivity. Zbl 1414.94958
Liu, Sijia; Chen, Pin-Yu; Hero, Alfred O.
3
2018
Asymptotic confidence regions for high-dimensional structured sparsity. Zbl 1415.94240
Stucky, Benjamin; van de Geer, Sara
3
2018
Phase retrieval via reweighted amplitude flow. Zbl 1415.94269
Wang, Gang; Giannakis, Georgios B.; Saad, Yousef; Chen, Jie
3
2018
On nonconvex decentralized gradient descent. Zbl 1414.90295
Zeng, Jinshan; Yin, Wotao
3
2018
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119 Wang, Zidong
55 Shi, Peng
49 Karimi, Hamid Reza
48 Gao, Huijun
40 Yang, Guanghong
39 Lam, James
35 Xu, Shengyuan
34 Ding, Feng
34 Qian, Tao
31 Liu, Xiaohui
30 Ho, Daniel W. C.
29 Liu, Fei
29 Shu, Huisheng
28 Alsaadi, Fuad Eid S.
28 Li, Song
28 Shen, Bo
28 Wei, Guoliang
28 Zhang, Qingling
27 Unser, Michael A.
27 Xie, Lihua
26 Xia, Yuanqing
26 Zhang, Huanshui
25 Kundu, Debasis
25 Park, Juhyun (Jessie)
23 Hu, Jun
21 De Lathauwer, Lieven
21 Huang, Ting-Zhu
21 Sun, Qiyu
20 Chen, Badong
20 Fu, Minyue
20 Iiduka, Hideaki
20 Linares-Pérez, Josefa
20 Ma, Chunsheng
20 Ng, Michael Kwok-Po
20 Príncipe, José Carlos
20 Shi, Ling
20 Yue, Dong
19 Chen, Tongwen
19 Liang, Jinling
19 Liu, Yurong
19 Su, Hongye
19 Tao, Ran
19 Tian, Engang
19 Wu, Zhengguang
18 Aldroubi, Akram
18 Dong, Hongli
18 García, Antonio G.
18 Hermoso-Carazo, Aurora
18 Liu, Hongwei
18 Wu, Ligang
18 Xiu, Naihua
18 Yu, Li
18 Zhang, Weihai
18 Zheng, Wei Xing
18 Zhou, Donghua
17 Boche, Holger
17 Feng, Gang
17 Kulikov, Gennady Yur’evich
17 Lu, Zhaosong
17 Mahmoud, Magdi Sadik Mostafa
17 Wang, Qingwen
17 Wang, Yue
17 Yamada, Isao
17 Zhong, Shou-Ming
16 Ashino, Ryuichi
16 Averbuch, Amir Z.
16 Basin, Michael V.
16 Cao, Jinde
16 Chen, Dongyan
16 Ding, Steven X.
16 Han, Qinglong
16 Li, Tao
16 Plonka, Gerlind
16 Shi, Yang
16 Sun, Wenchang
16 Teo, Kok Lay
15 Bao, Zheng
15 Conti, Costanza
15 Fageot, Julien
15 Li, Bingzhao
15 Peng, Jigen
15 Qiu, Jianbin
15 Wang, Guoliang
15 Yin, Wotao
14 Gelb, Anne
14 Jia, Yingmin
14 Jiang, Qingtang
14 Leng, Jinsong
14 Ma, Lifeng
14 Peyré, Gabriel
14 Qi, Liqun
14 Wei, Yimin
14 Xiang, Zhengrong
14 Xu, Li
13 Bo, Yuming
13 Dang, Pei
13 Daubechies, Ingrid Chantal
13 Ding, Derui
13 Eldar, Yonina Chana
13 Gribonval, Rémi
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604 Automatica
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429 Journal of the Franklin Institute
402 Mathematical Problems in Engineering
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289 Applied and Computational Harmonic Analysis
247 Multidimensional Systems and Signal Processing
212 Applied Mathematics and Computation
183 EURASIP Journal on Advances in Signal Processing
171 International Journal of Wavelets, Multiresolution and Information Processing
163 Journal of Computational and Applied Mathematics
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86 Neural Networks
85 Asian Journal of Control
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72 Abstract and Applied Analysis
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55 European Journal of Control
54 SIAM Journal on Matrix Analysis and Applications
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53 Machine Learning
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52 Science in China. Series F
51 Journal of Statistical Planning and Inference
50 Computers & Mathematics with Applications
50 Chaos, Solitons and Fractals
49 Journal of Global Optimization
49 Numerical Algorithms
48 Applied Mathematical Modelling
47 SIAM Journal on Scientific Computing
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45 Journal of Applied Mathematics
44 Discrete Dynamics in Nature and Society
44 International Journal of Applied Mathematics and Computer Science
42 Journal of Time Series Analysis
39 SIAM Journal on Control and Optimization
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37 Fuzzy Sets and Systems
37 Algorithms
34 Optimization Letters
34 Computational & Mathematical Methods in Medicine
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31 Inverse Problems and Imaging
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28 Numerical Functional Analysis and Optimization
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27 Communications in Statistics. Theory and Methods
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25 International Journal of General Systems
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24 Nonlinear Analysis. Hybrid Systems
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22 Computer Methods in Applied Mechanics and Engineering
22 Integral Transforms and Special Functions
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