## 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: 9,760 Publications (since 1991) References Indexed: 9 Publications with 131 References.
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### Authors

 111 Giannakis, Georgios B. 100 Eldar, Yonina Chana 95 Poor, Harold Vincent 75 Lau, Vincent K. N. 72 Sayed, Ali H. 71 Palomar, Daniel Pérez 70 Varshney, Pramod K. 68 Sidiropoulos, Nicholas D. 66 Nehorai, Arye 66 Vaidyanathan, Palghat P. 60 Stoica, Petre Gheorghe 55 So, Hing-Cheung 54 Ribeiro, Alejandro R. 53 Ottersten, Björn E. 49 De Maio, Antonio 48 Willett, Peter K. 46 Leus, Geert 46 Moura, José M. F. 46 Wang, Xiaodong 45 Hero, Alfred O. III 44 Boche, Holger 44 Zoubir, Abdelhak M. 42 Gershman, Alex B. 42 Li, Hongbin 42 Rao, Bhaskar D. 40 Luo, Zhi-Quan 40 Moonen, Marc S. 40 Unser, Michael A. 39 Heath, Robert W. jun. 39 Krishnamurthy, Vikram 39 Vorobyov, Sergiy A. 38 Li, Jian 38 Ma, Wing-Kin 38 Pei, Soochang 38 Vo, Ba-Ngu 37 Swindlehurst, Arnold Lee 36 Liu, An 35 Besson, Olivier 35 Scharf, Louis L. 34 Tong, Lang 34 Xie, Lihua 33 Orlando, Danilo 32 Koivunen, Visa 32 Shahbazpanahi, Shahram 32 Utschick, Wolfgang 32 Xia, Xianggen 31 Vetterli, Martin 30 Blum, Rick S. 30 Ricci, Giuseppe 30 Schniter, Philip 29 Marano, Stefano 29 Petropulu, Athina P. 29 Vandendorpe, Luc 29 Wu, Yik-Chung 28 Tourneret, Jean-Yves 28 van der Schaar, Mihaela 27 Amin, Moeness G. 27 Chang, Tsung-Hui 27 Hassibi, Babak 27 Jorswieck, Eduard Axel 26 Blu, Thierry 26 Ding, Zhi 26 Fu, Xiao 26 Hua, Yingbo 26 Murthy, Chandra Ramabhadra 26 Selesnick, Ivan W. 26 Tugnait, Jitendra K. 26 Vo, Ba-Tuong 26 Weiss, Anthony J. 25 Davidson, Timothy N. 25 Mandic, Danilo P. 24 Abramovich, Yuri I. 24 Adali, Tülay 24 Barbarossa, Sergio 24 Djurić, Petar M. 24 Farina, Alfonso 24 Friedlander, Benjamin 24 Liu, K. J. Ray 24 Walden, Andrew T. 24 Wiesel, Ami 23 Babu, Prabhu 23 Bershad, Neil J. 23 Dougherty, Edward R. 23 Haardt, Martin 23 Matta, Vincenzo 22 Chi, Chong-Yung 22 Hlawatsch, Franz 22 Hong, Mingyi 22 Huang, Lei 22 Kozat, Suleyman Serdar 22 Mestre, Xavier 22 Mitra, Urbashi 22 Pesavento, Marius 22 Tuan, Hoang Duong 22 Xing, Chengwen 21 Aubry, Augusto 21 Bermudez, José Carlos Moreira 21 De Lathauwer, Lieven 21 Fang, Jun 21 Gao, Feifei ...and 10,915 more Authors
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### Fields

 8,682 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 General and overarching topics; collections (00-XX) 2 Commutative algebra (13-XX) 2 Topological groups, Lie groups (22-XX) 2 Potential theory (31-XX) 2 Differential geometry (53-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

4,526 Publications have been cited 21,561 times in 12,198 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
Sampling signals with finite rate of innovation. Zbl 1369.94309
Vetterli, Martin; Marziliano, Pina; Blu, Thierry
2002
Robust $$H_{\infty}$$ filtering for nonlinear stochastic systems. Zbl 1370.93293
Zhang, Weihai; Chen, Bor-Sen; Tseng, Chung-Shi
2005
A survey of convergence results on particle filtering methods for practitioners. Zbl 1369.60015
Crisan, Dan; Doucet, Arnaud
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
Correntropy: properties and applications in non-Gaussian signal processing. Zbl 1390.94277
Liu, Weifeng; Pokharel, Puskal P.; Principe, Jose C.
2007
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
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
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
A sparse signal reconstruction perspective for source localization with sensor arrays. Zbl 1370.94191
Malioutov, Dmitry; Çetin, Müjdat; Willsky, Alan S.
2005
Recovering sparse signals with a certain family of nonconvex penalties and DC programming. Zbl 1391.90489
Gasso, Gilles; Rakotomamonjy, Alain; Canu, Stéphane
2009
Optimal linear filtering under parameter uncertainty. Zbl 0988.93082
Geromel, José C.
1999
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
High-resolution radar via compressed sensing. Zbl 1391.94236
Herman, Matthew A.; Strohmer, Thomas
2009
Sensor selection via convex optimization. Zbl 1391.90679
Joshi, Siddharth; Boyd, Stephen
2009
Shifting inequality and recovery of sparse signals. Zbl 1392.94117
Cai, T. Tony; Wang, Lie; Xu, Guangwu
2010
B-spline signal processing. I: Theory. Zbl 0825.94086
Unser, Michael; Aldroubi, Akram; Eden, Murray
1993
Sparse solutions to linear inverse problems with multiple measurement vectors. Zbl 1372.65123
2005
Bayesian compressive sensing. Zbl 1390.94231
Ji, Shihao; Xue, Ya; Carin, Lawrence
2008
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
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
Gain-constrained recursive filtering with stochastic nonlinearities and probabilistic sensor delays. Zbl 1393.94261
Hu, Jun; Wang, Zidong; Shen, Bo; Gao, Huijun
2013
Optimization algorithms exploiting unitary constraints. Zbl 1369.90169
Manton, Jonathan H.
2002
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
Reduced-order $$H_{\infty}$$ filtering for stochastic systems. Zbl 1369.94325
Xu, Shengyuan; Chen, Tongwen
2002
Cardinal exponential splines. I: Theory and filtering algorithms. Zbl 1370.94262
Unser, Michael; Blu, Thierry
2005
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
The discrete wavelet transform: Wedding the à trous and Mallat algorithms. Zbl 0825.94053
Shensa, Mark J.
1992
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
Cubature Kalman filtering for continuous-discrete systems: theory and simulations. Zbl 1391.93223
Arasaratnam, Ienkaran; Haykin, Simon; Hurd, Thomas R.
2010
Phase retrieval using alternating minimization. Zbl 1394.94421
Netrapalli, Praneeth; Jain, Prateek; Sanghavi, Sujay
2015
Using iterated function systems to model discrete sequences. Zbl 0753.58015
Mazel, David S.; Hayes, Monson H.
1992
Variational mode decomposition. Zbl 1394.94163
Dragomiretskiy, Konstantin; Zosso, Dominique
2014
Nonuniform fast Fourier transforms using min-max interpolation. Zbl 1369.94048
Fessler, Jeffrey A.; Sutton, Bradley P.
2003
Fault detection filter design for Markovian jump singular systems with intermittent measurements. Zbl 1392.94544
Yao, Xiuming; Wu, Ligang; Zheng, Wei Xing
2011
The Zak transform and sampling theorems for wavelet subspaces. Zbl 0841.94011
Janssen, Augustus J. E. M.
1993
Distributing the Kalman filter for large-scale systems. Zbl 1390.94242
Khan, Usman A.; Moura, José M. F.
2008
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
Fixed-order robust $$\_{\infty}$$ filter design for Markovian jump systems with uncertain switching probabilities. Zbl 1373.94736
Xiong, Junlin; Lam, J.
2006
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
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
The quaternion LMS algorithm for adaptive filtering of hypercomplex processes. Zbl 1391.93261
Took, Clive Cheong; Mandic, Danilo P.
2009
Sensitivity to basis mismatch in compressed sensing. Zbl 1392.94144
Chi, Yuejie; Scharf, Louis L.; Pezeshki, Ali; Calderbank, A. Robert
2011
An improved delay-dependent $$H_{\infty}$$ filtering of linear neutral systems. Zbl 1369.93623
Fridman, Emilia; Shaked, Uri
2004
Sparse Bayesian learning for basis selection. Zbl 1369.94318
Wipf, David P.; Rao, Bhaskar D.
2004
Performance analysis of estimation algorithms of nonstationary ARMA processes. Zbl 1373.94569
Ding, Feng; Shi, Yang; Chen, Tongwen
2006
On the reconstruction of block-sparse signals with an optimal number of measurements. Zbl 1391.94402
Stojnic, Mihailo; Parvaresh, Farzad; Hassibi, Babak
2009
Distributed consensus algorithms in sensor networks: quantized data and random link failures. Zbl 1392.94269
Kar, Soummya; Moura, José M. F.
2010
Alternating projections and Douglas-Rachford for sparse affine feasibility. Zbl 1394.94227
Hesse, Robert; Luke, D. Russell; Neumann, Patrick
2014
Exact tensor completion using t-SVD. Zbl 1414.94741
Zhang, Zemin; Aeron, Shuchin
2017
Nonconvex optimization meets low-rank matrix factorization: an overview. Zbl 07123429
Chi, Yuejie; Lu, Yue M.; Chen, Yuxin
2019
GESPAR: efficient phase retrieval of sparse signals. Zbl 1394.94522
Shechtman, Yoav; Beck, Amir; Eldar, Yonina C.
2014
$$H_\infty$$ filtering of 2-D discrete systems. Zbl 0996.93089
Du, Chunling; Xie, Lihua; Soh, Yeng Chai
2000
Geodesic entropic graphs for dimension and entropy estimation in manifold learning. Zbl 1369.68278
Costa, Jose A.; Hero, Alfred O.
2004
Induced $$l_2$$ and generalized $$H_2$$ filtering for systems with repeated scalar nonlinearities. Zbl 1370.94125
Gao, Huijun; Lam, James; Wang, Changhong
2005
A theory for sampling signals from a union of subspaces. Zbl 1390.94656
Lu, Yue M.; Do, Minh N.
2008
Diffusion least-mean squares over adaptive networks: formulation and performance analysis. Zbl 1390.94283
Lopes, Cassio G.; Sayed, Ali H.
2008
Diffusion LMS strategies for distributed estimation. Zbl 1392.94123
Cattivelli, Federico S.; Sayed, Ali H.
2010
Atomic norm denoising with applications to line spectral estimation. Zbl 1394.94079
2013
Hypercomplex correlation techniques for vector images. Zbl 1369.94032
Moxey, C. Eddie; Sangwine, Stephen J.; Ell, Todd A.
2003
Blind separation of speech mixtures via time-frequency masking. Zbl 1369.94383
Yılmaz, Özgür; Rickard, Scott
2004
Network-based robust $$H_{\infty}$$ filtering for uncertain linear systems. Zbl 1373.93111
Yue, D.; Han, Q.-l.
2006
Distributed average consensus with dithered quantization. Zbl 1390.94083
Aysal, Tuncer Can; Coates, Mark J.; Rabbat, Michael G.
2008
Structured compressed sensing: from theory to applications. Zbl 1392.94188
Duarte, Marco F.; Eldar, Yonina C.
2011
Unbiased risk estimates for singular value thresholding and spectral estimators. Zbl 1393.94187
Candès, Emmanuel J.; Sing-Long, Carlos A.; Trzasko, Joshua D.
2013
Event-based $$H_{\infty}$$ filter design for a class of nonlinear time-varying systems with fading channels and multiplicative noises. Zbl 1394.94160
Dong, Hongli; Wang, Zidong; Ding, Steven X.; Gao, Huijun
2015
The discrete fractional Fourier transform. Zbl 1011.65102
Candan, Çãgaty; Kutay, M. Alper; Ozaktas, Haldun M.
2000
State/noise estimator for descriptor systems with application to sensor fault diagnosis. Zbl 1373.94594
Gao, Zhiwei; Ho, D. W. C.
2006
Theoretical results on sparse representations of multiple-measurement vectors. Zbl 1375.94051
Chen, Jie; Huo, Xiaoming
2006
Robust wideband beamforming by the hybrid steepest descent method. Zbl 1390.94416
2007
One or two frequencies? The empirical mode decomposition answers. Zbl 1390.94382
Rilling, Gabriel; Flandrin, Patrick
2008
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
A fast approach for overcomplete sparse decomposition based on smoothed $$\ell^0$$ norm. Zbl 1391.94325
Mohimani, Hosein; Babaie-Zadeh, Massoud; Jutten, Christian
2009
An affine scaling methodology for best basis selection. Zbl 0984.94010
1999
Relations between fractional operations and time-frequency distributions, and their applications. Zbl 1369.94258
Pei, Soo-Chang; Ding, Jian-Jiun
2001
Gaussian particle filtering. Zbl 1369.94195
Kotecha, Jayesh H.; Djurić, Petar M.
2003
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
An uncertainty principle for real signals in the fractional Fourier transform domain. Zbl 1369.94287
2001
A new $$H_{\infty}$$ filter design for linear time delay systems. Zbl 1369.93622
Fridman, E.; Shaked, Uri
2001
Numerical evaluation of the Lambert $$W$$ function and application to generation of generalized Gaussian noise with exponent $$1/2$$. Zbl 1369.33022
Chapeau-Blondeau, François; Monir, Abdelilah
2002
The kernel recursive least-squares algorithm. Zbl 1369.68280
Engel, Yaakov; Mannor, Shie; Meir, Ron
2004
Quaternion-MUSIC for vector-sensor array processing. Zbl 1373.94667
Miron, S.; Le Bihan, N.; Mars, J. I.
2006
The Gaussian mixture probability hypothesis density filter. Zbl 1374.94614
Vo, B.-N.; Ma, W.-K.
2006
High-order balanced multiwavelets: theory, factorization, and design. Zbl 1369.42031
Lebrun, Jérôme; Vetterli, Martin
2001
Robust $$H_{\infty}$$ filtering for uncertain 2-D continuous systems. Zbl 1370.93292
Xu, Shengyuan; Lam, James; Zou, Yun; Lin, Zhiping; Paszke, Wojciech
2005
A generalized accelerated composite gradient method: uniting Nesterov’s fast gradient method and FISTA. Zbl 07590946
Florea, Mihai I.; Vorobyov, Sergiy A.
2020
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
A decentralized proximal-gradient method with network independent step-sizes and separated convergence rates. Zbl 07123375
Li, Zhi; Shi, Wei; Yan, Ming
2019
Greedy kernel change-point detection. Zbl 07160286
Truong, Charles; Oudre, Laurent; Vayatis, Nicolas
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
Secure state estimation against integrity attacks: a Gaussian mixture model approach. Zbl 1414.62349
Guo, Ziyang; Shi, Dawei; Quevedo, Daniel E.; Shi, Ling
2019
Optimal spectral initialization for signal recovery with applications to phase retrieval. Zbl 1458.94111
Luo, Wangyu; Alghamdi, Wael; Lu, Yue M.
2019
Noise benefits in combined nonlinear Bayesian estimators. Zbl 07123384
Duan, Fabing; Pan, Yan; Chapeau-Blondeau, François; Abbott, Derek
2019
Exact diffusion for distributed optimization and learning. I: Algorithm development. Zbl 1414.90277
Yuan, Kun; Ying, Bicheng; Zhao, Xiaochuan; Sayed, Ali H.
2019
Exact diffusion for distributed optimization and learning. II: Convergence analysis. Zbl 1414.90278
Yuan, Kun; Ying, Bicheng; Zhao, Xiaochuan; Sayed, Ali H.
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
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
Hybrid-spline dictionaries for continuous-domain inverse problems. Zbl 07123517
Debarre, Thomas; Aziznejad, Shayan; Unser, Michael
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 and structured modeling of high-dimensional vector autoregressions. Zbl 1415.94051
Basu, Sumanta; Li, Xianqi; Michailidis, George
2019
Online learning with inexact proximal online gradient descent algorithms. Zbl 1414.90282
Dixit, Rishabh; Bedi, Amrit Singh; Tripathi, Ruchi; Rajawat, Ketan
2019
Split-and-augmented Gibbs sampler – application to large-scale inference problems. Zbl 1415.94375
Vono, Maxime; Dobigeon, Nicolas; Chainais, Pierre
2019
Learning ReLU networks on linearly separable data: algorithm, optimality, and generalization. Zbl 1458.68185
Wang, Gang; Giannakis, Georgios B.; Chen, Jie
2019
Characterization of analytic wavelet transforms and a new phaseless reconstruction algorithm. Zbl 07123333
Holighaus, Nicki; Koliander, Günther; Průša, Zdeněk; Abreu, Luis Daniel
2019
Convolution and multichannel sampling for the offset linear canonical transform and their applications. Zbl 07160276
Wei, Deyun; Li, Yuan-Min
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
Information geometric approach to multisensor estimation fusion. Zbl 1415.94250
Tang, Mengjiao; Rong, Yao; Zhou, Jie; Li, X. Rong
2019
Variance-reduced stochastic learning by networked agents under random reshuffling. Zbl 1414.93023
Yuan, Kun; Ying, Bicheng; Liu, Jiageng; Sayed, Ali H.
2019
Robust distributed diffusion recursive least squares algorithms with side information for adaptive networks. Zbl 1415.94296
Yu, Yi; Zhao, Haiquan; de Lamare, Rodrigo C.; Zakharov, Yuriy; Lu, Lu
2019
Eigendecomposition-free sampling set selection for graph signals. Zbl 1458.94123
Sakiyama, Akie; Tanaka, Yuichi; Tanaka, Toshihisa; Ortega, Antonio
2019
DeepLOB: deep convolutional neural networks for limit order books. Zbl 07123269
Zhang, Zihao; Zohren, Stefan; Roberts, Stephen
2019
Bezerra Lopes, Wilder; Guimaraes Lopes, Cassio
2019
Nonsubsampled graph filter banks: theory and distributed algorithms. Zbl 07123336
Jiang, Junzheng; Cheng, Cheng; Sun, Qiyu
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
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
Graph topology inference based on sparsifying transform learning. Zbl 1458.94333
Sardellitti, Stefania; Barbarossa, Sergio; Di Lorenzo, Paolo
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
Low-rank data completion with very low sampling rate using Newton’s method. Zbl 1458.65049
Ashraphijuo, Morteza; Wang, Xiaodong; Zhang, Junwei
2019
Finding GEMS: multi-scale dictionaries for high-dimensional graph signals. Zbl 1458.94154
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
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
Bounding multivariate trigonometric polynomials. Zbl 1414.42002
Pfister, Luke; Bresler, Yoram
2019
Nonlinear dimensionality reduction for discriminative analytics of multiple datasets. Zbl 1414.62207
Chen, Jia; Wang, Gang; Giannakis, Georgios B.
2019
Sampling and reconstruction of multiple-input multiple-output channels. Zbl 1415.94371
Lee, Dae Gwan; Pfander, Götz E.; Pohl, Volker
2019
A large dimensional analysis of least squares support vector machines. Zbl 1414.62250
Liao, Zhenyu; Couillet, Romain
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
Distributed topology manipulation to control epidemic spreading over networks. Zbl 1414.68142
Xue, Dong; Hirche, Sandra
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
Advances in distributed graph filtering. Zbl 1458.94085
Coutino, Mario; Isufi, Elvin; Leus, Geert
2019
Source resolvability of spatial-smoothing-based subspace methods: a Hadamard product perspective. Zbl 1458.94152
Yang, Zai; Stoica, Petre; Tang, Jinhui
2019
DOA estimation exploiting sparse array motions. Zbl 07123270
Qin, Guodong; Amin, Moeness G.; Zhang, Yimin D.
2019
Bilinear recovery using adaptive vector-AMP. Zbl 07123296
Sarkar, Subrata; Fletcher, Alyson K.; Rangan, Sundeep; Schniter, Philip
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
Sequential anomaly detection under a nonlinear system cost. Zbl 07123317
Gurevich, Andrey; Cohen, Kobi; Zhao, Qing
2019
Hypercomplex widely linear estimation through the lens of underpinning geometry. Zbl 07123339
Nitta, Tohru; Kobayashi, Masaki; Mandic, Danilo P.
2019
Stochastic successive convex approximation for non-convex constrained stochastic optimization. Zbl 07123354
Liu, An; Lau, Vincent K. N.; Kananian, Borna
2019
Matrix completion and extrapolation via kernel regression. Zbl 07123412
Giménez-Febrer, Pere; Pagès-Zamora, Alba; Giannakis, Georgios B.
2019
On the uniqueness and stability of dictionaries for sparse representation of noisy signals. Zbl 07160267
Garfinkle, Charles J.; Hillar, Christopher J.
2019
A primal-dual quasi-Newton method for exact consensus optimization. Zbl 07160274
Eisen, Mark; Mokhtari, Aryan; Ribeiro, Alejandro
2019
Multivariate variational mode decomposition. Zbl 07160278
Rehman, Naveed Ur; Aftab, Hania
2019
Co-design for overlaid MIMO radar and downlink MISO communication systems via Cramér-Rao bound minimization. Zbl 07160288
Cheng, Ziyang; Liao, Bin; Shi, Shengnan; He, Zishu; Li, Jun
2019
Semi-supervised learning in network-structured data via total variation minimization. Zbl 07160290
Jung, Alexander; Hero, Alfred O. III; Mara, Alexandru Cristian; Jahromi, Saeed; Heimowitz, Ayelet; Eldar, Yonina C.
2019
Distributed robust beamforming based on low-rank and cross-correlation techniques: design and analysis. Zbl 07160301
Ruan, Hang; de Lamare, Rodrigo C.
2019
Controllability of bandlimited graph processes over random time varying graphs. Zbl 07160303
Gama, Fernando; Isufi, Elvin; Ribeiro, Alejandro; Leus, Geert
2019
Sampling of planar curves: theory and fast algorithms. Zbl 07160304
Zou, Qing; Poddar, Sunrita; Jacob, Mathews
2019
How to calibrate your adversary’s capabilities? Inverse filtering for counter-autonomous systems. Zbl 07160308
Krishnamurthy, Vikram; Rangaswamy, Muralidhar
2019
Optimal mean-reverting portfolio with leverage constraint for statistical arbitrage in finance. Zbl 1415.94307
Zhao, Ziping; Zhou, Rui; Palomar, Daniel P.
2019
An approximate message passing framework for side information. Zbl 1458.94112
Ma, Anna; Zhou, You; Rush, Cynthia; Baron, Dror; Needell, Deanna
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
Symmetric bilinear regression for signal subgraph estimation. Zbl 1458.62157
Wang, Lu; Zhang, Zhengwu; Dunson, David
2019
Power systems topology and state estimation by graph blind source separation. Zbl 1458.94094
Grotas, Sivan; Yakoby, Yair; Gera, Idan; Routtenberg, Tirza
2019
Adaptive global time sequence averaging method using dynamic time warping. Zbl 1458.94108
Liu, Yu-Tao; Zhang, Yong-An; Zeng, Ming
2019
Parameter estimation of heavy-tailed AR model with missing data via stochastic EM. Zbl 1458.62203
Liu, Junyan; Kumar, Sandeep; Palomar, Daniel P.
2019
A generalized multifractal formalism for the estimation of nonconcave multifractal spectra. Zbl 1415.94160
Leonarduzzi, Roberto; Abry, Patrice; Wendt, Herwig; Jaffard, Stéphane; Touchette, Hugo
2019
Computationally efficient off-line joint change point detection in multiple time series. Zbl 1415.94326
Eriksson, Markus; Olofsson, Tomas
2019
Hybrid vector perturbation precoding: the blessing of approximate message passing. Zbl 1415.94179
Lyu, Shanxiang; Ling, Cong
2019
Graph-variate signal analysis. Zbl 1415.94235
Smith, Keith; Spyrou, Loukianos; Escudero, Javier
2019
A CPHD approximation based on a discrete-gamma cardinality model. Zbl 1414.62087
de Melo, Flávio Eler; Maskell, Simon
2019
iMUSIC: a family of MUSIC-like algorithms for integer period estimation. Zbl 1415.94254
Tenneti, Srikanth Venkata; Vaidyanathan, Palghat P.
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
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
Cramér-Rao bound for constrained parameter estimation using Lehmann-unbiasedness. Zbl 1414.62075
Nitzan, Eyal; Routtenberg, Tirza; Tabrikian, Joseph
2019
Compressive sensing using symmetric alpha-stable distributions for robust sparse signal reconstruction. Zbl 1415.94262
Tzagkarakis, George; Nolan, John P.; Tsakalides, Panagiotis
2019
Supervised learning under distributed features. Zbl 1414.90370
Ying, Bicheng; Yuan, Kun; Sayed, Ali H.
2019
On optimal scheduling for joint spatial division and multiplexing approach in FDD massive MIMO. Zbl 1414.90160
2019
Convolutional neural network architectures for signals supported on graphs. Zbl 1415.94107
Gama, Fernando; Marques, Antonio G.; Leus, Geert; Ribeiro, Alejandro
2019
Error preserving correction: a method for CP decomposition at a target error bound. Zbl 1416.65120
Phan, Anh-Huy; Tichavský, Petr; Cichocki, Andrzej
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
Estimation of the evolutionary spectra with application to stationarity test. Zbl 1414.62390
Xiang, Yu; Ding, Jie; Tarokh, Vahid
2019
Recursive maximum likelihood algorithm for dependent observations. Zbl 1414.62077
Schwartz, Boaz; Gannot, Sharon; Habets, Emanuël A. P.; Noam, Yair
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
Quaternion-based multiscale analysis for feature extraction of hyperspectral images. Zbl 1415.94029
Li, Huizhen; Li, Hong; Zhang, Liming
2019
Event-driven sensor scheduling for mission-critical control applications. Zbl 1414.90173
Yu, Manli; Cai, Songfu; Lau, Vincent K. N.
2019
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### Cited by 19,144 Authors

 131 Wang, Zidong 59 Shi, Peng 50 Karimi, Hamid Reza 49 Gao, Huijun 44 Yang, Guanghong 40 Lam, James 40 Qian, Tao 36 Ding, Feng 36 Wei, Guoliang 36 Xu, Shengyuan 33 Shen, Bo 31 Alsaadi, Fuad Eid S. 31 Ho, Daniel W. C. 31 Liu, Xiaohui 30 Li, Song 30 Shu, Huisheng 29 Liu, Fei 29 Unser, Michael A. 29 Xie, Lihua 28 Xia, Yuanqing 28 Zhang, Qingling 27 Dong, Hongli 26 Hu, Jun 26 Kundu, Debasis 26 Park, Juhyun (Jessie) 26 Zhang, Huanshui 25 Ng, Michael Kwok-Po 25 Sun, Qiyu 24 De Lathauwer, Lieven 24 Huang, Ting-Zhu 22 Fu, Minyue 21 Cao, Jinde 21 Chen, Badong 21 Iiduka, Hideaki 21 Shi, Ling 21 Xiu, Naihua 20 Chen, Tongwen 20 Ding, Derui 20 Linares-Pérez, Josefa 20 Liu, Yurong 20 Ma, Chunsheng 20 Príncipe, José Carlos 20 Su, Hongye 20 Tian, Engang 20 Yue, Dong 20 Zheng, Wei Xing 19 Basin, Michael V. 19 García, Antonio G. 19 Kulikov, Gennady Yur’evich 19 Liang, Jinling 19 Ma, Lifeng 19 Plonka, Gerlind 19 Tao, Ran 19 Wu, Zhengguang 19 Zhang, Weihai 19 Zhou, Donghua 18 Aldroubi, Akram 18 Chen, Dongyan 18 Feng, Gang 18 Hermoso-Carazo, Aurora 18 Liu, Hongwei 18 Lu, Zhaosong 18 Wang, Qingwen 18 Wu, Ligang 18 Yu, Li 17 Ashino, Ryuichi 17 Averbuch, Amir Z. 17 Boche, Holger 17 Conti, Costanza 17 Ding, Steven X. 17 Han, Qinglong 17 Li, Tao 17 Peng, Jigen 17 Qi, Liqun 17 Shi, Yang 17 Sun, Wenchang 17 Wang, Yue 17 Wei, Yimin 17 Yamada, Isao 17 Yin, Wotao 17 Zhong, Shou-Ming 16 Fageot, Julien 16 Gelb, Anne 16 Leng, Jinsong 16 Li, Bingzhao 16 Stanković, Ljubiša 16 Teo, Kok Lay 16 Xiang, Zhengrong 15 Bao, Zheng 15 Cai, Jian-Feng 15 Gillis, Nicolas 15 He, Xiao 15 Jiang, Qingtang 15 Mahmoud, Magdi Sadik Mostafa 15 Peyré, Gabriel 15 Qiu, Jianbin 15 Wang, Guoliang 15 Zhao, Haiquan 14 Bo, Yuming 14 Elad, Michael ...and 19,044 more Authors
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### Cited in 714 Journals

 694 Automatica 466 Journal of the Franklin Institute 431 Signal Processing 401 Mathematical Problems in Engineering 375 Circuits, Systems, and Signal Processing 309 Applied and Computational Harmonic Analysis 269 Multidimensional Systems and Signal Processing 243 Applied Mathematics and Computation 196 International Journal of Wavelets, Multiresolution and Information Processing 192 Information Sciences 183 EURASIP Journal on Advances in Signal Processing 174 Journal of Computational and Applied Mathematics 161 International Journal of Systems Science. Principles and Applications of Systems and Integration 152 International Journal of Control 141 Pattern Recognition 139 Linear Algebra and its Applications 130 Systems & Control Letters 128 Journal of Mathematical Imaging and Vision 126 The Annals of Statistics 116 Neural Computation 113 SIAM Journal on Imaging Sciences 110 SIAM Journal on Optimization 108 International Journal of Adaptive Control and Signal Processing 106 Computational Statistics and Data Analysis 106 International Journal of Robust and Nonlinear Control 106 The Journal of Fourier Analysis and Applications 98 International Journal of Systems Science 92 Mathematical Programming. Series A. Series B 91 Neural Networks 85 Asian Journal of Control 80 Journal of Multivariate Analysis 77 Computational Optimization and Applications 74 Chaos, Solitons and Fractals 74 Nonlinear Dynamics 73 Inverse Problems 71 Abstract and Applied Analysis 70 Journal of Optimization Theory and Applications 69 Journal of Scientific Computing 68 Journal of Computational Physics 67 SIAM Journal on Matrix Analysis and Applications 64 Machine Learning 64 Journal of Machine Learning Research (JMLR) 62 Journal of Mathematical Analysis and Applications 62 Advances in Computational Mathematics 62 European Journal of Control 62 Science China. Information Sciences 61 Electronic Journal of Statistics 61 Statistics and Computing 60 SIAM Journal on Scientific Computing 58 Journal of Global Optimization 54 Applied Mathematical Modelling 53 Journal of Statistical Planning and Inference 53 Numerical Algorithms 53 Science in China. Series F 50 Computers & Mathematics with Applications 48 Physica A 46 Discrete Dynamics in Nature and Society 45 SIAM Journal on Control and Optimization 45 Journal of Applied Mathematics 44 International Journal of Computer Vision 44 International Journal of Applied Mathematics and Computer Science 42 Journal of Time Series Analysis 41 Journal of Systems Science and Complexity 41 SIAM Journal on Mathematics of Data Science 40 Journal of Approximation Theory 39 Communications in Statistics. Theory and Methods 37 Fuzzy Sets and Systems 37 Advances in Applied Clifford Algebras 37 Algorithms 36 Optimization Letters 35 Numerical Functional Analysis and Optimization 35 Inverse Problems and Imaging 34 Journal of Statistical Computation and Simulation 34 Optimization Methods & Software 34 Journal of Industrial and Management Optimization 33 Complexity 33 Communications in Nonlinear Science and Numerical Simulation 33 Foundations of Computational Mathematics 33 Computational & Mathematical Methods in Medicine 32 Statistics & Probability Letters 32 Optimization 32 Nonlinear Analysis. Hybrid Systems 32 The Annals of Applied Statistics 31 Mathematical Methods in the Applied Sciences 31 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering 29 Optimal Control Applications & Methods 29 Computational and Applied Mathematics 28 Entropy 28 Signal, Image and Video Processing 27 Computer Methods in Applied Mechanics and Engineering 27 Linear and Multilinear Algebra 27 European Journal of Operational Research 27 Chaos 26 Mathematics of Computation 26 Journal of the American Statistical Association 26 Communications in Statistics. Simulation and Computation 26 Journal of Computational and Graphical Statistics 25 International Journal of General Systems 25 Optimization and Engineering 25 Science China. Mathematics ...and 614 more Journals
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### Cited in 61 Fields

 3,559 Information and communication theory, circuits (94-XX) 3,476 Systems theory; control (93-XX) 2,321 Numerical analysis (65-XX) 2,251 Statistics (62-XX) 1,737 Computer science (68-XX) 1,732 Operations research, mathematical programming (90-XX) 1,038 Harmonic analysis on Euclidean spaces (42-XX) 862 Probability theory and stochastic processes (60-XX) 693 Linear and multilinear algebra; matrix theory (15-XX) 477 Biology and other natural sciences (92-XX) 369 Calculus of variations and optimal control; optimization (49-XX) 306 Approximations and expansions (41-XX) 288 Operator theory (47-XX) 273 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 204 Ordinary differential equations (34-XX) 192 Functional analysis (46-XX) 185 Partial differential equations (35-XX) 161 Dynamical systems and ergodic theory (37-XX) 149 Combinatorics (05-XX) 122 Integral transforms, operational calculus (44-XX) 112 Optics, electromagnetic theory (78-XX) 96 Real functions (26-XX) 94 Quantum theory (81-XX) 92 Functions of a complex variable (30-XX) 91 Statistical mechanics, structure of matter (82-XX) 85 Fluid mechanics (76-XX) 80 Geophysics (86-XX) 76 Special functions (33-XX) 75 Number theory (11-XX) 66 Measure and integration (28-XX) 59 Mechanics of deformable solids (74-XX) 57 Mechanics of particles and systems (70-XX) 54 Differential geometry (53-XX) 53 Abstract harmonic analysis (43-XX) 40 Integral equations (45-XX) 39 Algebraic geometry (14-XX) 36 Difference and functional equations (39-XX) 34 Convex and discrete geometry (52-XX) 25 Commutative algebra (13-XX) 25 Global analysis, analysis on manifolds (58-XX) 21 Group theory and generalizations (20-XX) 20 Field theory and polynomials (12-XX) 16 Topological groups, Lie groups (22-XX) 16 Several complex variables and analytic spaces (32-XX) 16 Classical thermodynamics, heat transfer (80-XX) 14 General and overarching topics; collections (00-XX) 13 Astronomy and astrophysics (85-XX) 10 Manifolds and cell complexes (57-XX) 9 Geometry (51-XX) 9 General topology (54-XX) 8 History and biography (01-XX) 8 Mathematical logic and foundations (03-XX) 8 Order, lattices, ordered algebraic structures (06-XX) 8 Associative rings and algebras (16-XX) 7 Relativity and gravitational theory (83-XX) 5 Potential theory (31-XX) 5 Sequences, series, summability (40-XX) 5 Algebraic topology (55-XX) 2 Nonassociative rings and algebras (17-XX) 2 Mathematics education (97-XX) 1 Category theory; homological algebra (18-XX)