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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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#### 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 9,905 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)

#### Citations contained in zbMATH Open

4,242 Publications have been cited 19,051 times in 10,734 Documents Cited by Year
Matching pursuits with time-frequency dictionaries. Zbl 0842.94004
Mallat, Stéphane G.; Zhang, Zhifeng
1993
Sparse reconstruction by separable approximation. Zbl 1391.94442
Wright, Stephen J.; Nowak, Robert D.; Figueiredo, Mário A. T.
2009
K-SVD: an algorithm for designing overcomplete dictionaries for sparse representation. Zbl 1375.94040
Aharon, M.; Elad, M.; Bruckstein, A.
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
2006
A delay-dependent approach to robust $$H_{\infty}$$ filtering for uncertain discrete-time state-delayed systems. Zbl 1369.93175
Gao, Huijun; Wang, Changhong
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
2011
Embedded image coding using zerotrees of wavelet coefficients. Zbl 0841.94020
Shapiro, Jerome M.
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
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
2005
Robust $$H_{\infty}$$ filtering for nonlinear stochastic systems. Zbl 1370.93293
Zhang, Weihai; Chen, Bor-Sen; Tseng, Chung-Shi
2005
Sampling signals with finite rate of innovation. Zbl 1369.94309
Vetterli, Martin; Marziliano, Pina; Blu, Thierry
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
2012
Robust $$H_{\infty}$$ filter design of uncertain descriptor systems with discrete and distributed delays. Zbl 1370.93111
Yue, Dong; Han, Qing-Long
2004
A survey of convergence results on particle filtering methods for practitioners. Zbl 1369.60015
Crisan, Dan; Doucet, Arnaud
2002
Optimal linear filtering under parameter uncertainty. Zbl 0988.93082
Geromel, José C.
1999
Correntropy: properties and applications in non-Gaussian signal processing. Zbl 1390.94277
Liu, Weifeng; Pokharel, Puskal P.; Principe, Jose C.
2007
Nonfragile $$H_{\infty}$$ filtering of continuous-time fuzzy systems. Zbl 1391.93134
Chang, Xiao-Heng; Yang, Guang-Hong
2011
Distributed consensus algorithms in sensor networks with imperfect communication: link failures and channel noise. Zbl 1391.94263
Kar, Soummya; Moura, José M. F.
2009
Wavelets and filter banks: Theory and design. Zbl 0825.94059
Vetterli, Martin; Herley, Cormac
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
2001
A block-iterative surrogate constraint splitting method for quadratic signal recovery. Zbl 1369.94121
Combettes, Patrick L.
2003
Recovering sparse signals with a certain family of nonconvex penalties and DC programming. Zbl 1391.90489
Gasso, Gilles; Rakotomamonjy, Alain; Canu, Stéphane
2009
A sparse signal reconstruction perspective for source localization with sensor arrays. Zbl 1370.94191
Malioutov, Dmitry; Çetin, Müjdat; Willsky, Alan S.
2005
Shifting inequality and recovery of sparse signals. Zbl 1392.94117
Cai, T. Tony; Wang, Lie; Xu, Guangwu
2010
High-resolution radar via compressed sensing. Zbl 1391.94236
Herman, Matthew A.; Strohmer, Thomas
2009
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
2010
Block-sparse signals: uncertainty relations and efficient recovery. Zbl 1392.94195
Eldar, Yonina C.; Kuppinger, Patrick; Bölcskei, Helmut
2010
Online learning with kernels. Zbl 1369.68281
Kivinen, Jyrki; Smola, Alexander J.; Williamson, Robert C.
2004
Sparse solutions to linear inverse problems with multiple measurement vectors. Zbl 1372.65123
2005
Gain-constrained recursive filtering with stochastic nonlinearities and probabilistic sensor delays. Zbl 1393.94261
Hu, Jun; Wang, Zidong; Shen, Bo; Gao, Huijun
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
2001
Reduced-order $$H_{\infty}$$ filtering for stochastic systems. Zbl 1369.94325
Xu, Shengyuan; Chen, Tongwen
2002
B-spline signal processing. I: Theory. Zbl 0825.94086
Unser, Michael; Aldroubi, Akram; Eden, Murray
1993
Sampling moments and reconstructing signals of finite rate of innovation: Shannon meets strang-fix. Zbl 1391.94598
Dragotti, Pier Luigi; Vetterli, Martin; Blu, Thierry
2007
Sensor selection via convex optimization. Zbl 1391.90679
Joshi, Siddharth; Boyd, Stephen
2009
Cardinal exponential splines. I: Theory and filtering algorithms. Zbl 1370.94262
Unser, Michael; Blu, Thierry
2005
The discrete wavelet transform: Wedding the à trous and Mallat algorithms. Zbl 0825.94053
Shensa, Mark J.
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
2017
Nonuniform fast Fourier transforms using min-max interpolation. Zbl 1369.94048
Fessler, Jeffrey A.; Sutton, Bradley P.
2003
Fixed-order robust $$\_{\infty}$$ filter design for Markovian jump systems with uncertain switching probabilities. Zbl 1373.94736
Xiong, Junlin; Lam, J.
2006
Cubature Kalman filtering for continuous-discrete systems: theory and simulations. Zbl 1391.93223
Arasaratnam, Ienkaran; Haykin, Simon; Hurd, Thomas R.
2010
Fault detection filter design for Markovian jump singular systems with intermittent measurements. Zbl 1392.94544
Yao, Xiuming; Wu, Ligang; Zheng, Wei Xing
2011
Bayesian compressive sensing. Zbl 1390.94231
Ji, Shihao; Xue, Ya; Carin, Lawrence
2008
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
2001
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
2005
The Zak transform and sampling theorems for wavelet subspaces. Zbl 0841.94011
Janssen, Augustus J. E. M.
1993
Optimization algorithms exploiting unitary constraints. Zbl 1369.90169
Manton, Jonathan H.
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
2014
Hypercomplex signals – a novel extension of the analytic signal to the multidimensional case. Zbl 1369.94099
Bülow, Thomas; Sommer, Gerald
2001
The monogenic signal. Zbl 1369.94139
Felsberg, Michael; Sommer, Gerald
2001
ForWaRD: Fourier-wavelet regularized deconvolution for ill-conditioned systems. Zbl 1369.94238
Neelamani, Ramesh; Choi, Hyeokho; Baraniuk, Richard
2004
An improved delay-dependent $$H_{\infty}$$ filtering of linear neutral systems. Zbl 1369.93623
Fridman, Emilia; Shaked, Uri
2004
Performance analysis of estimation algorithms of nonstationary ARMA processes. Zbl 1373.94569
Ding, Feng; Shi, Yang; Chen, Tongwen
2006
Distributed consensus algorithms in sensor networks: quantized data and random link failures. Zbl 1392.94269
Kar, Soummya; Moura, José M. F.
2010
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.
2008
Distributing the Kalman filter for large-scale systems. Zbl 1390.94242
Khan, Usman A.; Moura, José M. F.
2008
Induced $$l_2$$ and generalized $$H_2$$ filtering for systems with repeated scalar nonlinearities. Zbl 1370.94125
Gao, Huijun; Lam, James; Wang, Changhong
2005
Using iterated function systems to model discrete sequences. Zbl 0753.58015
Mazel, David S.; Hayes, Monson H.
1992
Network-based robust $$H_{\infty}$$ filtering for uncertain linear systems. Zbl 1373.93111
Yue, D.; Han, Q.-l.
2006
Blind separation of speech mixtures via time-frequency masking. Zbl 1369.94383
Yılmaz, Özgür; Rickard, Scott
2004
Sensitivity to basis mismatch in compressed sensing. Zbl 1392.94144
Chi, Yuejie; Scharf, Louis L.; Pezeshki, Ali; Calderbank, A. Robert
2011
Phase retrieval using alternating minimization. Zbl 1394.94421
Netrapalli, Praneeth; Jain, Prateek; Sanghavi, Sujay
2015
Distributed average consensus with dithered quantization. Zbl 1390.94083
Aysal, Tuncer Can; Coates, Mark J.; Rabbat, Michael G.
2008
On the reconstruction of block-sparse signals with an optimal number of measurements. Zbl 1391.94402
Stojnic, Mihailo; Parvaresh, Farzad; Hassibi, Babak
2009
Geodesic entropic graphs for dimension and entropy estimation in manifold learning. Zbl 1369.68278
Costa, Jose A.; Hero, Alfred O.
2004
The discrete fractional Fourier transform. Zbl 1011.65102
Candan, Çãgaty; Kutay, M. Alper; Ozaktas, Haldun M.
2000
$$H_\infty$$ filtering of 2-D discrete systems. Zbl 0996.93089
Du, Chunling; Xie, Lihua; Soh, Yeng Chai
2000
The quaternion LMS algorithm for adaptive filtering of hypercomplex processes. Zbl 1391.93261
Took, Clive Cheong; Mandic, Danilo P.
2009
The Gaussian mixture probability hypothesis density filter. Zbl 1374.94614
Vo, B.-N.; Ma, W.-K.
2006
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.
2010
Alternating projections and Douglas-Rachford for sparse affine feasibility. Zbl 1394.94227
Hesse, Robert; Luke, D. Russell; Neumann, Patrick
2014
A new $$H_{\infty}$$ filter design for linear time delay systems. Zbl 1369.93622
Fridman, E.; Shaked, Uri
2001
Gaussian particle filtering. Zbl 1369.94195
Kotecha, Jayesh H.; Djurić, Petar M.
2003
Sparse Bayesian learning for basis selection. Zbl 1369.94318
Wipf, David P.; Rao, Bhaskar D.
2004
An affine scaling methodology for best basis selection. Zbl 0984.94010
1999
Diffusion LMS strategies for distributed estimation. Zbl 1392.94123
Cattivelli, Federico S.; Sayed, Ali H.
2010
Diffusion least-mean squares over adaptive networks: formulation and performance analysis. Zbl 1390.94283
Lopes, Cassio G.; Sayed, Ali H.
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
2008
Hypercomplex correlation techniques for vector images. Zbl 1369.94032
Moxey, C. Eddie; Sangwine, Stephen J.; Ell, Todd A.
2003
Robust $$H_{\infty}$$ filtering for uncertain 2-D continuous systems. Zbl 1370.93292
Xu, Shengyuan; Lam, James; Zou, Yun; Lin, Zhiping; Paszke, Wojciech
2005
Theoretical results on sparse representations of multiple-measurement vectors. Zbl 1375.94051
Chen, Jie; Huo, Xiaoming
2006
Atomic norm denoising with applications to line spectral estimation. Zbl 1394.94079
2013
GESPAR: efficient phase retrieval of sparse signals. Zbl 1394.94522
Shechtman, Yoav; Beck, Amir; Eldar, Yonina C.
2014
Robust wideband beamforming by the hybrid steepest descent method. Zbl 1390.94416
2007
A fast approach for overcomplete sparse decomposition based on smoothed $$\ell^0$$ norm. Zbl 1391.94325
Mohimani, Hosein; Babaie-Zadeh, Massoud; Jutten, Christian
2009
Relations between fractional operations and time-frequency distributions, and their applications. Zbl 1369.94258
Pei, Soo-Chang; Ding, Jian-Jiun
2001
High-order balanced multiwavelets: theory, factorization, and design. Zbl 1369.42031
Lebrun, Jérôme; Vetterli, Martin
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.
2004
Theory of regular $$M$$-band wavelet bases. Zbl 0841.94021
Steffen, Peter; Heller, Peter N.; Gopinath, Ramesh A.; Burrus, C. Sidney
1993
Multiresolution representations using the autocorrelation functions of compactly supported wavelets. Zbl 0841.94019
Saito, Naoki; Beylkin, Gregory
1993
Structured compressed sensing: from theory to applications. Zbl 1392.94188
Duarte, Marco F.; Eldar, Yonina C.
2011
One or two frequencies? The empirical mode decomposition answers. Zbl 1390.94382
Rilling, Gabriel; Flandrin, Patrick
2008
Blind separation of instantaneous mixtures of nonstationary sources. Zbl 1369.94262
Pham, Dinh-Tuan; Cardoso, Jean-François
2001
An uncertainty principle for real signals in the fractional Fourier transform domain. Zbl 1369.94287
2001
Nonlinear filtering for state delayed systems with Markovian switching. Zbl 1369.94314
Wang, Zidong; Lam, James; Liu, Xiaohui
2003
The kernel recursive least-squares algorithm. Zbl 1369.68280
Engel, Yaakov; Mannor, Shie; Meir, Ron
2004
Spatial diversity in radars-models and detection performance. Zbl 1373.94779
Fishler, E.; Haimovich, A.; Blum, R. S.; Cimini, L. J.; Chizhik, D.; Valenzuela, R. A.
2006
Quaternion-MUSIC for vector-sensor array processing. Zbl 1373.94667
Miron, S.; Le Bihan, N.; Mars, J. I.
2006
State/noise estimator for descriptor systems with application to sensor fault diagnosis. Zbl 1373.94594
Gao, Zhiwei; Ho, D. W. C.
2006
Optimal infinite-horizon control for probabilistic Boolean networks. Zbl 1374.94952
Pal, R.; Datta, A.; Dougherty, E. R.
2006
Nonconvex optimization meets low-rank matrix factorization: an overview. Zbl 07123429
Chi, Yuejie; Lu, Yue M.; Chen, Yuxin
2019
A framework of adaptive multiscale wavelet decomposition for signals on undirected graphs. Zbl 1458.94160
Zheng, Xianwei; Tang, Yuan Yan; Zhou, Jiantao
2019
Exact diffusion for distributed optimization and learning. I: Algorithm development. Zbl 1414.90277
Yuan, Kun; Ying, Bicheng; Zhao, Xiaochuan; Sayed, Ali H.
2019
Analysis of distributed ADMM algorithm for consensus optimization in presence of node error. Zbl 1458.90515
Majzoobi, Layla; Lahouti, Farshad; Shah-Mansouri, Vahid
2019
A novel robust Gaussian-Student’s $$t$$ mixture distribution based Kalman filter. Zbl 07123311
Huang, Yulong; Zhang, Yonggang; Zhao, Yuxin; Chambers, Jonathon A.
2019
A decentralized proximal-gradient method with network independent step-sizes and separated convergence rates. Zbl 07123375
Li, Zhi; Shi, Wei; Yan, Ming
2019
Noise benefits in combined nonlinear Bayesian estimators. Zbl 07123384
Duan, Fabing; Pan, Yan; Chapeau-Blondeau, François; Abbott, Derek
2019
Hybrid-spline dictionaries for continuous-domain inverse problems. Zbl 07123517
Debarre, Thomas; Aziznejad, Shayan; Unser, Michael
2019
Exact diffusion for distributed optimization and learning. II: Convergence analysis. Zbl 1414.90278
Yuan, Kun; Ying, Bicheng; Zhao, Xiaochuan; Sayed, Ali H.
2019
Graph topology inference based on sparsifying transform learning. Zbl 1458.94333
Sardellitti, Stefania; Barbarossa, Sergio; Di Lorenzo, Paolo
2019
Parallel transport on the cone manifold of SPD matrices for domain adaptation. Zbl 1458.65051
Yair, Or; Ben-Chen, Mirela; Talmon, Ronen
2019
Low-rank data completion with very low sampling rate using Newton’s method. Zbl 1458.65049
Ashraphijuo, Morteza; Wang, Xiaodong; Zhang, Junwei
2019
Online primal-dual methods with measurement feedback for time-varying convex optimization. Zbl 1458.90508
Bernstein, Andrey; Dall&rsquo;anese, Emiliano; Simonetto, Andrea
2019
Optimal spectral initialization for signal recovery with applications to phase retrieval. Zbl 1458.94111
Luo, Wangyu; Alghamdi, Wael; Lu, Yue M.
2019
Learning ReLU networks on linearly separable data: algorithm, optimality, and generalization. Zbl 1458.68185
Wang, Gang; Giannakis, Georgios B.; Chen, Jie
2019
Source resolvability of spatial-smoothing-based subspace methods: a Hadamard product perspective. Zbl 1458.94152
Yang, Zai; Stoica, Petre; Tang, Jinhui
2019
Eigendecomposition-free sampling set selection for graph signals. Zbl 1458.94123
Sakiyama, Akie; Tanaka, Yuichi; Tanaka, Toshihisa; Ortega, Antonio
2019
Hypercomplex widely linear estimation through the lens of underpinning geometry. Zbl 07123339
Nitta, Tohru; Kobayashi, Masaki; Mandic, Danilo P.
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
2019
MMSE approximation for sparse coding algorithms using stochastic resonance. Zbl 07123383
Simon, Dror; Sulam, Jeremias; Romano, Yaniv; Lu, Yue M.; Elad, Michael
2019
Super resolution phase retrieval for sparse signals. Zbl 07123401
Baechler, Gilles; Kreković, Miranda; Ranieri, Juri; Chebira, Amina; Lu, Yue M.; Vetterli, Martin
2019
A novel Kullback-Leibler divergence minimization-based adaptive Student’s $$t$$-filter. Zbl 07123441
Huang, Yulong; Zhang, Yonggang; Chambers, Jonathon A.
2019
Secure state estimation against integrity attacks: a Gaussian mixture model approach. Zbl 1414.62349
Guo, Ziyang; Shi, Dawei; Quevedo, Daniel E.; Shi, Ling
2019
Variance-reduced stochastic learning by networked agents under random reshuffling. Zbl 1414.93023
Yuan, Kun; Ying, Bicheng; Liu, Jiageng; Sayed, Ali H.
2019
Sampling and reconstruction of multiple-input multiple-output channels. Zbl 1415.94371
Lee, Dae Gwan; Pfander, Götz E.; Pohl, Volker
2019
Matrix completion with deterministic pattern: a geometric perspective. Zbl 1414.15034
Shapiro, Alexander; Xie, Yao; Zhang, Rui
2019
Learning in wireless control systems over nonstationary channels. Zbl 1415.94388
Eisen, Mark; Gatsis, Konstantinos; Pappas, George J.; Ribeiro, Alejandro
2019
Low rank and structured modeling of high-dimensional vector autoregressions. Zbl 1415.94051
Basu, Sumanta; Li, Xianqi; Michailidis, George
2019
On the uniqueness and stability of dictionaries for sparse representation of noisy signals. Zbl 07160267
Garfinkle, Charles J.; Hillar, Christopher J.
2019
Greedy kernel change-point detection. Zbl 07160286
Truong, Charles; Oudre, Laurent; Vayatis, Nicolas
2019
Distributed robust beamforming based on low-rank and cross-correlation techniques: design and analysis. Zbl 07160301
Ruan, Hang; de Lamare, Rodrigo C.
2019
Optimal mean-reverting portfolio with leverage constraint for statistical arbitrage in finance. Zbl 1415.94307
Zhao, Ziping; Zhou, Rui; Palomar, Daniel P.
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.
2019
Asynchronous saddle point algorithm for stochastic optimization in heterogeneous networks. Zbl 1458.90490
Bedi, Amrit Singh; Koppel, Alec; Rajawat, Ketan
2019
Finding GEMS: multi-scale dictionaries for high-dimensional graph signals. Zbl 1458.94154
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
2019
Adaptive global time sequence averaging method using dynamic time warping. Zbl 1458.94108
Liu, Yu-Tao; Zhang, Yong-An; Zeng, Ming
2019
Semi-blind inference of topologies and dynamical processes over dynamic graphs. Zbl 1458.94100
Ioannidis, Vassilis N.; Shen, Yanning; Giannakis, Georgios B.
2019
Advances in distributed graph filtering. Zbl 1458.94085
Coutino, Mario; Isufi, Elvin; Leus, Geert
2019
Corrections to “On the restricted isometry of the columnwise Khatri-Rao product”. Zbl 1458.94102
2019
Stable principal component pursuit via convex analysis. Zbl 1458.90679
Yin, Lei; Parekh, Ankit; Selesnick, Ivan
2019
Learning optimal resource allocations in wireless systems. Zbl 1458.90192
Eisen, Mark; Zhang, Clark; Chamon, Luiz F. O.; Lee, Daniel D.; Ribeiro, Alejandro
2019
DOA estimation exploiting sparse array motions. Zbl 07123270
Qin, Guodong; Amin, Moeness G.; Zhang, Yimin D.
2019
Subspace averaging and order determination for source enumeration. Zbl 07123271
Garg, Vaibhav; Santamaria, Ignacio; Ramírez, David; Scharf, Louis L.
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
2019
Two-dimensional super-resolution via convex relaxation. Zbl 07123295
2019
Bilinear recovery using adaptive vector-AMP. Zbl 07123296
Sarkar, Subrata; Fletcher, Alyson K.; Rangan, Sundeep; Schniter, Philip
2019
Automatic recognition of general LPI radar waveform using SSD and supplementary classifier. Zbl 07123305
Hoang, Linh Manh; Kim, Minjun; Kong, Seung-Hyun
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
2019
Bezerra Lopes, Wilder; Guimaraes Lopes, Cassio
2019
Characterization of analytic wavelet transforms and a new phaseless reconstruction algorithm. Zbl 07123333
Holighaus, Nicki; Koliander, Günther; Průša, Zdeněk; Abreu, Luis Daniel
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.
2019
Optimization algorithms for graph Laplacian estimation via ADMM and MM. Zbl 07123357
Zhao, Licheng; Wang, Yiwei; Kumar, Sandeep; Palomar, Daniel P.
2019
Tests for the parameters of chirp signal model. Zbl 07123361
Dhar, Subhra Sankar; Kundu, Debasis; Das, Ujjwal
2019
Joint network topology and dynamics recovery from perturbed stationary points. Zbl 07123382
Wai, Hoi-To; Scaglione, Anna; Barzel, Baruch; Leshem, Amir
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
2019
Resilient distributed parameter estimation with heterogeneous data. Zbl 07123406
Chen, Yuan; Kar, Soummya; Moura, José M. F.
2019
An exact quantized decentralized gradient descent algorithm. Zbl 07123407
Reisizadeh, Amirhossein; Mokhtari, Aryan; Hassani, Hamed; Pedarsani, Ramtin
2019
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
2019
Nonconvex regularized robust PCA using the proximal block coordinate descent algorithm. Zbl 07123440
Wen, Fei; Ying, Rendong; Liu, Peilin; Truong, Trieu-Kien
2019
Sparse recovery and dictionary learning from nonlinear compressive measurements. Zbl 07123505
Rencker, Lucas; Bach, Francis; Wang, Wenwu; Plumbley, Mark D.
2019
Manifold optimization over the set of doubly stochastic matrices: a second-order geometry. Zbl 07123512
Douik, Ahmed; Hassibi, Babak
2019
Learning tensors from partial binary measurements. Zbl 1414.15029
Ghadermarzy, Navid; Plan, Yaniv; Yilmaz, Ozgur
2019
CayleyNets: graph convolutional neural networks with complex rational spectral filters. Zbl 1415.68169
Levie, Ron; Monti, Federico; Bresson, Xavier; Bronstein, Michael M.
2019
Computationally efficient off-line joint change point detection in multiple time series. Zbl 1415.94326
Eriksson, Markus; Olofsson, Tomas
2019
Information geometric approach to multisensor estimation fusion. Zbl 1415.94250
Tang, Mengjiao; Rong, Yao; Zhou, Jie; Li, X. Rong
2019
A CPHD approximation based on a discrete-gamma cardinality model. Zbl 1414.62087
de Melo, Flávio Eler; Maskell, Simon
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
2019
An accelerated composite gradient method for large-scale composite objective problems. Zbl 1414.90266
Florea, Mihai I.; Vorobyov, Sergiy A.
2019
Stochastic learning under random reshuffling with constant step-sizes. Zbl 1414.90276
Ying, Bicheng; Yuan, Kun; Vlaski, Stefan; Sayed, Ali H.
2019
Learning filter bank sparsifying transforms. Zbl 1415.94202
Pfister, Luke; Bresler, Yoram
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.
2019
Joint independent subspace analysis: uniqueness and identifiability. Zbl 1415.94156
Lahat, Dana; Jutten, Christian
2019
Bounding multivariate trigonometric polynomials. Zbl 1414.42002
Pfister, Luke; Bresler, Yoram
2019
Cramér-Rao bound for constrained parameter estimation using Lehmann-unbiasedness. Zbl 1414.62075
Nitzan, Eyal; Routtenberg, Tirza; Tabrikian, Joseph
2019
Supervised learning under distributed features. Zbl 1414.90370
Ying, Bicheng; Yuan, Kun; Sayed, Ali H.
2019
A large dimensional analysis of least squares support vector machines. Zbl 1414.62250
Liao, Zhenyu; Couillet, Romain
2019
Distributed topology manipulation to control epidemic spreading over networks. Zbl 1414.68142
Xue, Dong; Hirche, Sandra
2019
Online forecasting matrix factorization. Zbl 1414.62393
Gultekin, San; Paisley, John
2019
Sparse signal recovery via generalized entropy functions minimization. Zbl 1415.94132
Huang, Shuai; Tran, Trac D.
2019
Online learning with inexact proximal online gradient descent algorithms. Zbl 1414.90282
Dixit, Rishabh; Bedi, Amrit Singh; Tripathi, Ruchi; Rajawat, Ketan
2019
Estimation of the evolutionary spectra with application to stationarity test. Zbl 1414.62390
Xiang, Yu; Ding, Jie; Tarokh, Vahid
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.
2019
Two-channel critically sampled graph filter banks with spectral domain sampling. Zbl 1415.94373
Sakiyama, Akie; Watanabe, Kana; Tanaka, Yuichi; Ortega, Antonio
2019
Sampling and super resolution of sparse signals beyond the Fourier domain. Zbl 1415.94369
Bhandari, Ayush; Eldar, Yonina C.
2019
Event-driven sensor scheduling for mission-critical control applications. Zbl 1414.90173
Yu, Manli; Cai, Songfu; Lau, Vincent K. N.
2019
Split-and-augmented Gibbs sampler – application to large-scale inference problems. Zbl 1415.94375
Vono, Maxime; Dobigeon, Nicolas; Chainais, Pierre
2019
Bispectrum inversion with application to multireference alignment. Zbl 1414.94066
Bendory, Tamir; Boumal, Nicolas; Ma, Chao; Zhao, Zhizhen; Singer, Amit
2018
Global optimality in low-rank matrix optimization. Zbl 1414.90297
Zhu, Zhihui; Li, Qiuwei; Tang, Gongguo; Wakin, Michael B.
2018
Multilayer convolutional sparse modeling: pursuit and dictionary learning. Zbl 1415.94241
Sulam, Jeremias; Papyan, Vardan; Romano, Yaniv; Elad, Michael
2018
Convex recovery of continuous domain piecewise constant images from nonuniform Fourier samples. Zbl 1414.94869
Ongie, Greg; Biswas, Sampurna; Jacob, Mathews
2018
Sparse phase retrieval via truncated amplitude flow. Zbl 1414.94656
Wang, Gang; Zhang, Liang; Giannakis, Georgios B.; Akçakaya, Mehmet; Chen, Jie
2018
Nonconvex sparse logistic regression with weakly convex regularization. Zbl 1414.62330
Shen, Xinyue; Gu, Yuantao
2018
On Fienup methods for sparse phase retrieval. Zbl 1414.94467
Pauwels, Edouard Jean Robert; Beck, Amir; Eldar, Yonina C.; Sabach, Shoham
2018
Tradeoffs between convergence speed and reconstruction accuracy in inverse problems. Zbl 1414.94216
Giryes, Raja; Eldar, Yonina C.; Bronstein, Alex M.; Sapiro, Guillermo
2018
On nonconvex decentralized gradient descent. Zbl 1414.90295
Zeng, Jinshan; Yin, Wotao
2018
Optimal sequential fusion estimation with stochastic parameter perturbations, fading measurements, and correlated noises. Zbl 1415.94165
Lin, Honglei; Sun, Shuli
2018
A fast matrix majorization-projection method for penalized stress minimization with box constraints. Zbl 1414.90260
Zhou, Shenglong; Xiu, Naihua; Qi, Hou-Duo
2018
Continuous-domain solutions of linear inverse problems with Tikhonov versus generalized TV regularization. Zbl 1415.94119
Gupta, Harshit; Fageot, Julien; Unser, Michael
2018
Direction-of-arrival estimation for coprime array via virtual array interpolation. Zbl 1415.94309
Zhou, Chengwei; Gu, Yujie; Fan, Xing; Shi, Zhiguo; Mao, Guoqiang; Zhang, Yimin D.
2018
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#### Cited by 16,970 Authors

 119 Wang, Zidong 55 Shi, Peng 49 Karimi, Hamid Reza 48 Gao, Huijun 40 Yang, Guanghong 39 Lam, James 34 Ding, Feng 34 Qian, Tao 34 Xu, Shengyuan 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 Xie, Lihua 26 Unser, Michael A. 26 Zhang, Huanshui 25 Kundu, Debasis 25 Park, Juhyun (Jessie) 25 Xia, Yuanqing 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 Fageot, Julien 15 Li, Bingzhao 15 Peng, Jigen 15 Qiu, Jianbin 15 Wang, Guoliang 15 Yin, Wotao 14 Conti, Costanza 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 ...and 16,870 more Authors
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#### Cited in 653 Journals

 604 Automatica 432 Signal Processing 426 Journal of the Franklin Institute 402 Mathematical Problems in Engineering 357 Circuits, Systems, and Signal Processing 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 162 Information Sciences 162 Journal of Computational and Applied Mathematics 143 International Journal of Control 141 Pattern Recognition 126 Linear Algebra and its Applications 121 Systems & Control Letters 111 Neural Computation 109 Journal of Mathematical Imaging and Vision 108 International Journal of Adaptive Control and Signal Processing 106 International Journal of Robust and Nonlinear Control 103 The Annals of Statistics 100 The Journal of Fourier Analysis and Applications 98 International Journal of Systems Science 94 Computational Statistics and Data Analysis 92 SIAM Journal on Imaging Sciences 89 SIAM Journal on Optimization 88 International Journal of Systems Science. Principles and Applications of Systems and Integration 86 Neural Networks 85 Asian Journal of Control 83 Mathematical Programming. Series A. Series B 74 Nonlinear Dynamics 74 Abstract and Applied Analysis 73 Journal of Multivariate Analysis 69 Computational Optimization and Applications 66 Inverse Problems 63 Science China. Information Sciences 62 Journal of Computational Physics 61 Journal of Optimization Theory and Applications 57 Advances in Computational Mathematics 56 Journal of Mathematical Analysis and Applications 55 European Journal of Control 54 SIAM Journal on Matrix Analysis and Applications 54 Journal of Scientific Computing 54 Electronic Journal of Statistics 53 Journal of Machine Learning Research (JMLR) 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 48 Numerical Algorithms 48 Applied Mathematical Modelling 47 SIAM Journal on Scientific Computing 46 Statistics and Computing 45 Journal of Applied Mathematics 44 Machine Learning 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 38 Journal of Approximation Theory 37 Fuzzy Sets and Systems 37 Algorithms 34 Computational & Mathematical Methods in Medicine 33 Advances in Applied Clifford Algebras 33 Complexity 32 Journal of Statistical Computation and Simulation 32 Optimization Methods & Software 32 Journal of Systems Science and Complexity 31 Mathematical Methods in the Applied Sciences 31 Inverse Problems and Imaging 30 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering 30 International Journal of Computer Vision 30 Communications in Nonlinear Science and Numerical Simulation 30 Journal of Industrial and Management Optimization 30 Optimization Letters 29 Optimal Control Applications & Methods 29 Foundations of Computational Mathematics 29 The Annals of Applied Statistics 28 Numerical Functional Analysis and Optimization 28 Statistics & Probability Letters 28 Entropy 28 Signal, Image and Video Processing 27 Chaos 26 Mathematics of Computation 26 Journal of the American Statistical Association 26 Communications in Statistics. Theory and Methods 25 International Journal of General Systems 25 Optimization 24 Nonlinear Analysis. Hybrid Systems 23 Linear and Multilinear Algebra 23 Science China. Mathematics 22 Computer Methods in Applied Mechanics and Engineering 22 Integral Transforms and Special Functions 21 European Journal of Operational Research 20 Journal of Mathematical Physics 20 Bernoulli 20 Analysis and Applications (Singapore) 20 Symmetry 20 Journal of the Operations Research Society of China ...and 553 more Journals
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#### Cited in 60 Fields

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