Edit Profile Elad, Michael Compute Distance To: Compute Author ID: elad.michael Published as: Elad, M.; Elad, Michael External Links: ORCID · dblp Documents Indexed: 79 Publications since 2001, including 1 Book all top 5 Co-Authors 6 single-authored 11 Bruckstein, Alfred Marcel 10 Romano, Yaniv 8 Donoho, David Leigh 7 Milanfar, Peyman 7 Protter, Matan 6 Giryes, Raja 5 Sulam, Jeremias 5 Zibulevsky, Michael 4 Papyan, Vardan 4 Peleg, Tomer 4 Rubinstein, Ron 3 Aharon, Michal 3 Cohen, Israel 3 Dar, Yehuda 3 Eldar, Yonina Chana 3 Hel-Or, Yacov 3 Keshet, Renato 3 Kimmel, Ron 3 Ram, Idan 3 Yavneh, Irad 2 Davies, Mike E. 2 Golub, Gene Howard 2 Gribonval, Rémi 2 Mairal, Julien 2 Starck, Jean-Luc 2 Takeda, Hiroyuki 2 Temlyakov, Vladimir Nikolaevich 2 Yankelevsky, Yael 1 Aberdam, Aviad 1 Averbuch, Amir Z. 1 Bach, Francis R. 1 Ben-Haim, Zvika 1 Boutry, Gregory 1 Brifman, Alon 1 Cohen, Albert 1 Coifman, Ronald Raphaël 1 Datsenko, Dmitry 1 DeVore, Ronald A. 1 Gilbert, Anna C. 1 Israeli, Moshe 1 Kidron, Einat 1 Lu, Yu 1 Matalon, Boaz 1 Nam, Seungbum 1 Nam, Si-Byung 1 Ophir, Boaz 1 Querre, P. 1 Ren, Yi 1 Sapiro, Guillermo 1 Schechner, Yoav Y. 1 Shaked, Doron 1 Shtok, Joseph 1 Simon, Dror 1 Sobel, Irwin 1 Turek, Javier S. 1 Vaksman, Gregory 1 Zeyde, Roman all top 5 Serials 19 IEEE Transactions on Signal Processing 19 IEEE Transactions on Image Processing 6 IEEE Transactions on Information Theory 6 Applied and Computational Harmonic Analysis 5 SIAM Journal on Imaging Sciences 2 Linear Algebra and its Applications 2 International Journal of Computer Vision 2 The Journal of Fourier Analysis and Applications 1 Inverse Problems 1 Journal of Approximation Theory 1 SIAM Journal on Matrix Analysis and Applications 1 Signal Processing 1 Multidimensional Systems and Signal Processing 1 Proceedings of the National Academy of Sciences of the United States of America 1 SIAM Review 1 Pattern Recognition Letters 1 Journal of Mathematical Imaging and Vision 1 Journal of Machine Learning Research (JMLR) 1 EURASIP Journal on Applied Signal Processing 1 Multiscale Modeling & Simulation all top 5 Fields 61 Information and communication theory, circuits (94-XX) 20 Computer science (68-XX) 18 Statistics (62-XX) 11 Numerical analysis (65-XX) 6 Linear and multilinear algebra; matrix theory (15-XX) 4 Operations research, mathematical programming (90-XX) 3 Harmonic analysis on Euclidean spaces (42-XX) 2 Approximations and expansions (41-XX) 2 Operator theory (47-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) 1 Partial differential equations (35-XX) 1 Probability theory and stochastic processes (60-XX) 1 Biology and other natural sciences (92-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH 66 Publications have been cited 1,824 times in 1,182 Documents Cited by ▼ Year ▼ Optimally sparse representation in general (nonorthogonal) dictionaries via \(\ell^1\) minimization. Zbl 1064.94011Donoho, David L.; Elad, Michael 248 2003 From sparse solutions of systems of equations to sparse modeling of signals and images. Zbl 1178.68619Bruckstein, Alfred M.; Donoho, David L.; Elad, Michael 218 2009 K-SVD: an algorithm for designing overcomplete dictionaries for sparse representation. Zbl 1375.94040Aharon, M.; Elad, M.; Bruckstein, A. 196 2006 Stable recovery of sparse overcomplete representations in the presence of noise. Zbl 1288.94017Donoho, David L.; Elad, Michael; Temlyakov, Vladimir N. 181 2006 Sparse and redundant representations. From theory to applications in signal and image processing. Zbl 1211.94001Elad, Michael 136 2010 Simultaneous cartoon and texture image inpainting using morphological component analysis (MCA). Zbl 1081.68732Elad, M.; Starck, J.-L.; Querre, P.; Donoho, D. L. 79 2005 Image decomposition via the combination of sparse representations and a variational approach. Zbl 1288.94012Starck, Jean-Luc; Elad, Michael; Donoho, David L. 77 2005 Analysis versus synthesis in signal priors. Zbl 1138.93055Elad, Michael; Milanfar, Peyman; Rubinstein, Ron 72 2007 A generalized uncertainty principle and sparse representation in pairs of bases. Zbl 1062.15001Elad, Michael; Bruckstein, Alfred M. 56 2002 The cosparse analysis model and algorithms. Zbl 1261.94018Nam, S.; Davies, M. E.; Elad, M.; Gribonval, R. 44 2013 Learning multiscale sparse representations for image and video restoration. Zbl 1194.49041Mairal, Julien; Sapiro, Guillermo; Elad, Michael 40 2008 Coordinate and subspace optimization methods for linear least squares with non-quadratic regularization. Zbl 1133.65022Elad, Michael; Matalon, Boaz; Zibulevsky, Michael 30 2007 Optimized projections for compressed sensing. Zbl 1390.94168Elad, Michael 26 2007 On the uniqueness of nonnegative sparse solutions to underdetermined systems of equations. Zbl 1319.15007Bruckstein, Alfred M.; Elad, Michael; Zibulevsky, Michael 25 2008 Why simple shrinkage is still relevant for redundant representations? Zbl 1309.94035Elad, Michael 25 2006 Greedy-like algorithms for the cosparse analysis model. Zbl 1332.94043Giryes, R.; Nam, S.; Elad, M.; Gribonval, R.; Davies, M. E. 18 2014 On the stability of the basis pursuit in the presence of noise. Zbl 1163.94329Donoho, David L.; Elad, Michael 18 2006 Analysis K-SVD: a dictionary-learning algorithm for the analysis sparse model. Zbl 1393.94416Rubinstein, Ron; Peleg, Tomer; Elad, Michael 17 2013 A variational framework for retinex. Zbl 1009.68642Kimmel, Ron; Elad, Michael; Shaked, Doron; Keshet, Renato; Sobel, Irwin 17 2003 On single image scale-up using sparse-representations. Zbl 1314.94018Zeyde, Roman; Elad, Michael; Protter, Matan 16 2012 Generalizing the nonlocal-means to super-resolution reconstruction. Zbl 1371.94300Protter, Matan; Elad, Michael; Takeda, Hiroyuki; Milanfar, Peyman 16 2009 On Lebesgue-type inequalities for greedy approximation. Zbl 1120.41007Donoho, D. L.; Elad, M.; Temlyakov, V. N. 16 2007 Fast and accurate polar Fourier transform. Zbl 1107.65127Averbuch, A.; Coifman, R. R.; Donoho, D. L.; Elad, M.; Israeli, M. 14 2006 The little engine that could: regularization by denoising (RED). Zbl 1401.62101Romano, Yaniv; Elad, Michael; Milanfar, Peyman 13 2017 Image processing using smooth ordering of its patches. Zbl 1373.94339Ram, Idan; Elad, Michael; Cohen, Israel 13 2013 On the uniqueness of overcomplete dictionaries, and a practical way to retrieve them. Zbl 1096.68042Aharon, Michal; Elad, Michael; Bruckstein, Alfred M. 13 2006 Generalized tree-based wavelet transform. Zbl 1392.94419Ram, Idan; Elad, Michael; Cohen, Israel 12 2011 Coherence-based performance guarantees for estimating a sparse vector under random noise. Zbl 1391.62137Ben-Haim, Zvika; Eldar, Yonina C.; Elad, Michael 12 2010 Shape from moments – an estimation theory perspective. Zbl 1369.62145Elad, Michael; Milanfar, Peyman; Golub, Gene H. 12 2004 Double sparsity: learning sparse dictionaries for sparse signal approximation. Zbl 1392.94427Rubinstein, Ron; Zibulevsky, Michael; Elad, Michael 11 2010 The projected GSURE for automatic parameter tuning in iterative shrinkage methods. Zbl 1210.94015Giryes, R.; Elad, M.; Eldar, Y. C. 10 2011 The generalized eigenvalue problem for nonsquare pencils using a minimal perturbation approach. Zbl 1100.65035Boutry, Gregory; Elad, Michael; Golub, Gene H.; Milanfar, Peyman 10 2005 A fast super-resolution reconstruction algorithm for pure translational motion and common space-invariant blur. Zbl 1062.68590Elad, Michael; Hel-Or, Yacov 10 2001 Convolutional neural networks analyzed via convolutional sparse coding. Zbl 1434.68444Papyan, Vardan; Romano, Yaniv; Elad, Michael 9 2017 Boosting of image denoising algorithms. Zbl 1341.94006Romano, Yaniv; Elad, Michael 8 2015 Performance guarantees of the thresholding algorithm for the cosparse analysis model. Zbl 1364.94152Peleg, Tomer; Elad, Michael 8 2013 RIP-based near-oracle performance guarantees for SP CoSamp, and IHT. Zbl 1393.94243Giryes, Raja; Elad, Michael 8 2012 Sparse and redundant modeling of image content using an image-signature-dictionary. Zbl 1182.68337Aharon, Michal; Elad, Michael 8 2008 Multi-scale patch-based image restoration. Zbl 1408.94526Papyan, Vardan; Elad, Michael 7 2016 Sparsity-based Poisson denoising with dictionary learning. Zbl 1374.94123Giryes, Raja; Elad, Michael 7 2014 A statistical prediction model based on sparse representations for single image super-resolution. Zbl 1374.94299Peleg, Tomer; Elad, Michael 7 2014 Image sequence denoising via sparse and redundant representations. Zbl 1371.94298Protter, Matan; Elad, Michael 7 2009 Multilayer convolutional sparse modeling: pursuit and dictionary learning. Zbl 1415.94241Sulam, Jeremias; Papyan, Vardan; Romano, Yaniv; Elad, Michael 4 2018 Working locally thinking globally: theoretical guarantees for convolutional sparse coding. Zbl 1414.94462Papyan, Vardan; Sulam, Jeremias; Elad, Michael 4 2017 Patch-ordering-based wavelet frame and its use in inverse problems. Zbl 1374.94316Ram, Idan; Cohen, Israel; Elad, Michael 4 2014 Exploiting statistical dependencies in sparse representations for signal recovery. Zbl 1393.94704Peleg, Tomer; Eldar, Yonina C.; Elad, Michael 4 2012 Super-resolution without explicit subpixel motion estimation. Zbl 1371.94363Takeda, Hiroyuki; Milanfar, Peyman; Protter, Matan; Elad, Michael 4 2009 Retinex by two bilateral filters. Zbl 1119.68471Elad, Michael 4 2005 Trainlets: dictionary learning in high dimensions. Zbl 1414.94014Sulam, Jeremias; Ophir, Boaz; Zibulevsky, Michael; Elad, Michael 3 2016 On MMSE and MAP denoising under sparse representation modeling over a unitary dictionary. Zbl 1392.94496Turek, Javier S.; Yavneh, Irad; Elad, Michael 3 2011 A plurality of sparse representations is better than the sparsest one alone. Zbl 1367.94085Elad, Michael; Yavneh, Irad 3 2009 Style transfer via texture synthesis. Zbl 1409.94137Elad, Michael; Milanfar, Peyman 2 2017 Sparsity based methods for overparameterized variational problems. Zbl 1328.47080Giryes, R.; Elad, M.; Bruckstein, A. M. 2 2015 Single image interpolation via adaptive nonlocal sparsity-based modeling. Zbl 1374.94325Romano, Yaniv; Protter, Matan; Elad, Michael 2 2014 Example-based single document image super-resolution: a global MAP approach with outlier rejection. Zbl 1147.68792Datsenko, Dmitry; Elad, Michael 2 2007 Down-scaling for better transform compression. Zbl 1279.94009Bruckstein, Alfred M.; Elad, Michael; Kimmel, Ron 2 2003 Rejection based classifier for face detection. Zbl 1010.68128Elad, Michael; Hel-Or, Yacov; Keshet, Renato 2 2002 MMSE approximation for sparse coding algorithms using stochastic resonance. Zbl 07123383Simon, Dror; Sulam, Jeremias; Romano, Yaniv; Lu, Yue M.; Elad, Michael 1 2019 Unified single-image and video super-resolution via denoising algorithms. Zbl 07123107Brifman, Alon; Romano, Yaniv; Elad, Michael 1 2019 Finding GEMS: multi-scale dictionaries for high-dimensional graph signals. Zbl 07045404Yankelevsky, Yael; Elad, Michael 1 2019 Postprocessing of compressed images via sequential denoising. Zbl 1408.94122Dar, Yehuda; Bruckstein, Alfred M.; Elad, Michael; Giryes, Raja 1 2016 Patch ordering as a regularization for inverse problems in image processing. Zbl 1333.94013Vaksman, Gregory; Zibulevsky, Michael; Elad, Michael 1 2016 Dictionary learning for analysis-synthesis thresholding. Zbl 1394.94492Rubinstein, Ron; Elad, Michael 1 2014 Closed-form MMSE estimation for signal denoising under sparse representation modeling over a unitary dictionary. Zbl 1392.94407Protter, Matan; Yavneh, Irad; Elad, Michael 1 2010 Cross-modal localization via sparsity. Zbl 1391.94269Kidron, Einat; Schechner, Yoav Y.; Elad, Michael 1 2007 Pattern detection using a maximal rejection classifier. Zbl 0985.68545Elad, Michael; Hel-Or, Yacov; Keshet, Renato 1 2001 MMSE approximation for sparse coding algorithms using stochastic resonance. Zbl 07123383Simon, Dror; Sulam, Jeremias; Romano, Yaniv; Lu, Yue M.; Elad, Michael 1 2019 Unified single-image and video super-resolution via denoising algorithms. Zbl 07123107Brifman, Alon; Romano, Yaniv; Elad, Michael 1 2019 Finding GEMS: multi-scale dictionaries for high-dimensional graph signals. Zbl 07045404Yankelevsky, Yael; Elad, Michael 1 2019 Multilayer convolutional sparse modeling: pursuit and dictionary learning. Zbl 1415.94241Sulam, Jeremias; Papyan, Vardan; Romano, Yaniv; Elad, Michael 4 2018 The little engine that could: regularization by denoising (RED). Zbl 1401.62101Romano, Yaniv; Elad, Michael; Milanfar, Peyman 13 2017 Convolutional neural networks analyzed via convolutional sparse coding. Zbl 1434.68444Papyan, Vardan; Romano, Yaniv; Elad, Michael 9 2017 Working locally thinking globally: theoretical guarantees for convolutional sparse coding. Zbl 1414.94462Papyan, Vardan; Sulam, Jeremias; Elad, Michael 4 2017 Style transfer via texture synthesis. Zbl 1409.94137Elad, Michael; Milanfar, Peyman 2 2017 Multi-scale patch-based image restoration. Zbl 1408.94526Papyan, Vardan; Elad, Michael 7 2016 Trainlets: dictionary learning in high dimensions. Zbl 1414.94014Sulam, Jeremias; Ophir, Boaz; Zibulevsky, Michael; Elad, Michael 3 2016 Postprocessing of compressed images via sequential denoising. Zbl 1408.94122Dar, Yehuda; Bruckstein, Alfred M.; Elad, Michael; Giryes, Raja 1 2016 Patch ordering as a regularization for inverse problems in image processing. Zbl 1333.94013Vaksman, Gregory; Zibulevsky, Michael; Elad, Michael 1 2016 Boosting of image denoising algorithms. Zbl 1341.94006Romano, Yaniv; Elad, Michael 8 2015 Sparsity based methods for overparameterized variational problems. Zbl 1328.47080Giryes, R.; Elad, M.; Bruckstein, A. M. 2 2015 Greedy-like algorithms for the cosparse analysis model. Zbl 1332.94043Giryes, R.; Nam, S.; Elad, M.; Gribonval, R.; Davies, M. E. 18 2014 Sparsity-based Poisson denoising with dictionary learning. Zbl 1374.94123Giryes, Raja; Elad, Michael 7 2014 A statistical prediction model based on sparse representations for single image super-resolution. Zbl 1374.94299Peleg, Tomer; Elad, Michael 7 2014 Patch-ordering-based wavelet frame and its use in inverse problems. Zbl 1374.94316Ram, Idan; Cohen, Israel; Elad, Michael 4 2014 Single image interpolation via adaptive nonlocal sparsity-based modeling. Zbl 1374.94325Romano, Yaniv; Protter, Matan; Elad, Michael 2 2014 Dictionary learning for analysis-synthesis thresholding. Zbl 1394.94492Rubinstein, Ron; Elad, Michael 1 2014 The cosparse analysis model and algorithms. Zbl 1261.94018Nam, S.; Davies, M. E.; Elad, M.; Gribonval, R. 44 2013 Analysis K-SVD: a dictionary-learning algorithm for the analysis sparse model. Zbl 1393.94416Rubinstein, Ron; Peleg, Tomer; Elad, Michael 17 2013 Image processing using smooth ordering of its patches. Zbl 1373.94339Ram, Idan; Elad, Michael; Cohen, Israel 13 2013 Performance guarantees of the thresholding algorithm for the cosparse analysis model. Zbl 1364.94152Peleg, Tomer; Elad, Michael 8 2013 On single image scale-up using sparse-representations. Zbl 1314.94018Zeyde, Roman; Elad, Michael; Protter, Matan 16 2012 RIP-based near-oracle performance guarantees for SP CoSamp, and IHT. Zbl 1393.94243Giryes, Raja; Elad, Michael 8 2012 Exploiting statistical dependencies in sparse representations for signal recovery. Zbl 1393.94704Peleg, Tomer; Eldar, Yonina C.; Elad, Michael 4 2012 Generalized tree-based wavelet transform. Zbl 1392.94419Ram, Idan; Elad, Michael; Cohen, Israel 12 2011 The projected GSURE for automatic parameter tuning in iterative shrinkage methods. Zbl 1210.94015Giryes, R.; Elad, M.; Eldar, Y. C. 10 2011 On MMSE and MAP denoising under sparse representation modeling over a unitary dictionary. Zbl 1392.94496Turek, Javier S.; Yavneh, Irad; Elad, Michael 3 2011 Sparse and redundant representations. From theory to applications in signal and image processing. Zbl 1211.94001Elad, Michael 136 2010 Coherence-based performance guarantees for estimating a sparse vector under random noise. Zbl 1391.62137Ben-Haim, Zvika; Eldar, Yonina C.; Elad, Michael 12 2010 Double sparsity: learning sparse dictionaries for sparse signal approximation. Zbl 1392.94427Rubinstein, Ron; Zibulevsky, Michael; Elad, Michael 11 2010 Closed-form MMSE estimation for signal denoising under sparse representation modeling over a unitary dictionary. Zbl 1392.94407Protter, Matan; Yavneh, Irad; Elad, Michael 1 2010 From sparse solutions of systems of equations to sparse modeling of signals and images. Zbl 1178.68619Bruckstein, Alfred M.; Donoho, David L.; Elad, Michael 218 2009 Generalizing the nonlocal-means to super-resolution reconstruction. Zbl 1371.94300Protter, Matan; Elad, Michael; Takeda, Hiroyuki; Milanfar, Peyman 16 2009 Image sequence denoising via sparse and redundant representations. Zbl 1371.94298Protter, Matan; Elad, Michael 7 2009 Super-resolution without explicit subpixel motion estimation. Zbl 1371.94363Takeda, Hiroyuki; Milanfar, Peyman; Protter, Matan; Elad, Michael 4 2009 A plurality of sparse representations is better than the sparsest one alone. Zbl 1367.94085Elad, Michael; Yavneh, Irad 3 2009 Learning multiscale sparse representations for image and video restoration. Zbl 1194.49041Mairal, Julien; Sapiro, Guillermo; Elad, Michael 40 2008 On the uniqueness of nonnegative sparse solutions to underdetermined systems of equations. Zbl 1319.15007Bruckstein, Alfred M.; Elad, Michael; Zibulevsky, Michael 25 2008 Sparse and redundant modeling of image content using an image-signature-dictionary. Zbl 1182.68337Aharon, Michal; Elad, Michael 8 2008 Analysis versus synthesis in signal priors. Zbl 1138.93055Elad, Michael; Milanfar, Peyman; Rubinstein, Ron 72 2007 Coordinate and subspace optimization methods for linear least squares with non-quadratic regularization. Zbl 1133.65022Elad, Michael; Matalon, Boaz; Zibulevsky, Michael 30 2007 Optimized projections for compressed sensing. Zbl 1390.94168Elad, Michael 26 2007 On Lebesgue-type inequalities for greedy approximation. Zbl 1120.41007Donoho, D. L.; Elad, M.; Temlyakov, V. N. 16 2007 Example-based single document image super-resolution: a global MAP approach with outlier rejection. Zbl 1147.68792Datsenko, Dmitry; Elad, Michael 2 2007 Cross-modal localization via sparsity. Zbl 1391.94269Kidron, Einat; Schechner, Yoav Y.; Elad, Michael 1 2007 K-SVD: an algorithm for designing overcomplete dictionaries for sparse representation. Zbl 1375.94040Aharon, M.; Elad, M.; Bruckstein, A. 196 2006 Stable recovery of sparse overcomplete representations in the presence of noise. Zbl 1288.94017Donoho, David L.; Elad, Michael; Temlyakov, Vladimir N. 181 2006 Why simple shrinkage is still relevant for redundant representations? Zbl 1309.94035Elad, Michael 25 2006 On the stability of the basis pursuit in the presence of noise. Zbl 1163.94329Donoho, David L.; Elad, Michael 18 2006 Fast and accurate polar Fourier transform. Zbl 1107.65127Averbuch, A.; Coifman, R. R.; Donoho, D. L.; Elad, M.; Israeli, M. 14 2006 On the uniqueness of overcomplete dictionaries, and a practical way to retrieve them. Zbl 1096.68042Aharon, Michal; Elad, Michael; Bruckstein, Alfred M. 13 2006 Simultaneous cartoon and texture image inpainting using morphological component analysis (MCA). Zbl 1081.68732Elad, M.; Starck, J.-L.; Querre, P.; Donoho, D. L. 79 2005 Image decomposition via the combination of sparse representations and a variational approach. Zbl 1288.94012Starck, Jean-Luc; Elad, Michael; Donoho, David L. 77 2005 The generalized eigenvalue problem for nonsquare pencils using a minimal perturbation approach. Zbl 1100.65035Boutry, Gregory; Elad, Michael; Golub, Gene H.; Milanfar, Peyman 10 2005 Retinex by two bilateral filters. Zbl 1119.68471Elad, Michael 4 2005 Shape from moments – an estimation theory perspective. Zbl 1369.62145Elad, Michael; Milanfar, Peyman; Golub, Gene H. 12 2004 Optimally sparse representation in general (nonorthogonal) dictionaries via \(\ell^1\) minimization. Zbl 1064.94011Donoho, David L.; Elad, Michael 248 2003 A variational framework for retinex. Zbl 1009.68642Kimmel, Ron; Elad, Michael; Shaked, Doron; Keshet, Renato; Sobel, Irwin 17 2003 Down-scaling for better transform compression. Zbl 1279.94009Bruckstein, Alfred M.; Elad, Michael; Kimmel, Ron 2 2003 A generalized uncertainty principle and sparse representation in pairs of bases. Zbl 1062.15001Elad, Michael; Bruckstein, Alfred M. 56 2002 Rejection based classifier for face detection. Zbl 1010.68128Elad, Michael; Hel-Or, Yacov; Keshet, Renato 2 2002 A fast super-resolution reconstruction algorithm for pure translational motion and common space-invariant blur. Zbl 1062.68590Elad, Michael; Hel-Or, Yacov 10 2001 Pattern detection using a maximal rejection classifier. Zbl 0985.68545Elad, Michael; Hel-Or, Yacov; Keshet, Renato 1 2001 all cited Publications top 5 cited Publications all top 5 Cited by 2,441 Authors 20 Shen, Zuowei 16 Elad, Michael 15 Kutyniok, Gitta 12 Dong, Bin 10 Cai, Jian-Feng 10 Fadili, Jalal M. 10 Ji, Hui 10 Kong, Lingchen 10 Osher, Stanley Joel 10 Peyré, Gabriel 9 Giryes, Raja 9 Peng, Jigen 9 Rauhut, Holger 8 Gribonval, Rémi 8 Li, Song 8 Mixon, Dustin G. 8 Starck, Jean-Luc 8 Xiu, Naihua 8 Zhao, Yunbin 7 Lou, Yifei 7 Shi, Zuoqiang 7 Temlyakov, Vladimir Nikolaevich 7 Tsybakov, Alexandre B. 6 Burger, Martin 6 Chen, Xiaojun 6 Cheng, Wanyou 6 Deledalle, Charles-Alban 6 Feng, Xiangchu 6 Hakim, Abdelilah 6 Hou, Thomas Yizhao 6 Lin, Guang 6 Lorenz, Dirk Alfred 6 Lu, Zhaosong 6 Plonka, Gerlind 6 Yin, Wotao 5 Calderbank, Arthur Robert 5 Candès, Emmanuel J. 5 Casazza, Peter George 5 Chen, Wengu 5 Cheng, Lizhi 5 Cichocki, Andrzej 5 Donoho, David Leigh 5 Haltmeier, Markus 5 Huang, Ting-Zhu 5 Laghrib, Amine 5 Lv, Jinchi 5 Ma, Jianwei 5 Needell, Deanna 5 Ng, Michael Kwok-Po 5 Nikolova, Mila 5 Shen, Lixin 5 Tang, Yuanyan 5 Vaiter, Samuel 5 Xin, Jack X. 5 Yuan, Xiaoming 5 Zhang, Lei 4 Beck, Amir 4 Dai, Yu-Hong 4 Davies, Mike E. 4 Ding, Shuxue 4 Doostan, Alireza 4 Fageot, Julien 4 Foucart, Simon 4 Grasmair, Markus 4 Han, Yu 4 Juditsky, Anatoli B. 4 Jung, Miyoun 4 Kabanava, Maryia 4 King, Emily Jeannette 4 Labate, Demetrio 4 Li, Donghui 4 Li, Shidong 4 Lim, Wang-Q 4 Liu, Quansheng 4 Liu, Yanjun 4 Lu, Jian 4 Möller, Michael 4 Morel, Jean-Michel 4 Nemirovski, Arkadi S. 4 Patel, Vishal M. 4 Pfetsch, Marc E. 4 Pock, Thomas 4 Rinaldi, Francesco 4 Romano, Yaniv 4 Salmon, Joseph 4 Schnass, Karin 4 Schöpfer, Frank 4 Shao, Wenze 4 Shen, Yi 4 Steidl, Gabriele 4 Tropp, Joel A. 4 Unser, Michael A. 4 Wang, Jianjun 4 Wang, Jianzhong 4 Wen, Zaiwen 4 Xu, Yuesheng 4 Yang, Meng 4 Yin, Haiqing 4 Yu, Yongchao 4 Yue, Shigang ...and 2,341 more Authors all top 5 Cited in 242 Serials 96 Applied and Computational Harmonic Analysis 67 SIAM Journal on Imaging Sciences 40 Journal of Mathematical Imaging and Vision 39 Mathematical Problems in Engineering 29 International Journal of Wavelets, Multiresolution and Information Processing 25 The Annals of Statistics 24 The Journal of Fourier Analysis and Applications 22 Journal of Scientific Computing 22 Pattern Recognition 21 Multidimensional Systems and Signal Processing 20 Inverse Problems 20 Circuits, Systems, and Signal Processing 19 Journal of Computational Physics 19 Inverse Problems and Imaging 18 Mathematical Programming. Series A. Series B 17 Signal Processing 17 Computational Optimization and Applications 16 Neural Computation 15 International Journal of Computer Vision 15 Computational & Mathematical Methods in Medicine 14 Journal of Computational and Applied Mathematics 14 SIAM Journal on Scientific Computing 13 Journal of the Franklin Institute 13 Information Sciences 13 SIAM Journal on Optimization 12 Applied Mathematics and Computation 12 Linear Algebra and its Applications 12 Advances in Computational Mathematics 10 Automatica 10 Journal of Machine Learning Research (JMLR) 9 Journal of Approximation Theory 9 Electronic Journal of Statistics 8 Mathematics of Computation 8 Journal of Optimization Theory and Applications 8 Optimization Methods & Software 8 Foundations of Computational Mathematics 8 EURASIP Journal on Advances in Signal Processing 8 Science China. Information Sciences 8 Journal of the Operations Research Society of China 7 Algorithms 6 Computers & Mathematics with Applications 6 Journal of Inverse and Ill-Posed Problems 6 Journal of Applied Mathematics 6 Science China. Mathematics 5 Computer Methods in Applied Mechanics and Engineering 5 Journal of Mathematical Analysis and Applications 5 Mathematics of Operations Research 5 Theoretical Computer Science 5 Constructive Approximation 5 Journal of Global Optimization 5 Multiscale Modeling & Simulation 5 Inverse Problems in Science and Engineering 5 Information and Inference 4 Applied Numerical Mathematics 4 Optimization 4 Numerical Algorithms 4 Applied Mathematical Modelling 4 Automation and Remote Control 4 Computational Statistics and Data Analysis 4 Computational and Applied Mathematics 4 Complexity 4 Abstract and Applied Analysis 4 Optimization and Engineering 4 Statistical Methodology 4 Optimization Letters 4 SIAM Journal on Applied Algebra and Geometry 3 Applicable Analysis 3 Information Processing Letters 3 Linear and Multilinear Algebra 3 SIAM Journal on Control and Optimization 3 Acta Applicandae Mathematicae 3 Discrete & Computational Geometry 3 Neural Networks 3 Proceedings of the National Academy of Sciences of the United States of America 3 SIAM Journal on Mathematical Analysis 3 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 3 Applied Mathematics. Series B (English Edition) 3 Bernoulli 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Discrete Dynamics in Nature and Society 3 Comptes Rendus. Mathématique. Académie des Sciences, Paris 3 Acta Numerica 3 Science in China. Series F 3 The Annals of Applied Statistics 3 Mathematical Geosciences 2 Communications on Pure and Applied Mathematics 2 Discrete Applied Mathematics 2 Mathematical Notes 2 Calcolo 2 Journal of the American Statistical Association 2 Journal of Computer and System Sciences 2 Journal of Multivariate Analysis 2 Journal of Statistical Planning and Inference 2 Numerical Functional Analysis and Optimization 2 Results in Mathematics 2 SIAM Journal on Numerical Analysis 2 Computer Aided Geometric Design 2 Journal of Complexity 2 Asia-Pacific Journal of Operational Research 2 Journal of Theoretical Probability ...and 142 more Serials all top 5 Cited in 51 Fields 584 Information and communication theory, circuits (94-XX) 394 Numerical analysis (65-XX) 305 Computer science (68-XX) 273 Operations research, mathematical programming (90-XX) 202 Statistics (62-XX) 121 Harmonic analysis on Euclidean spaces (42-XX) 72 Linear and multilinear algebra; matrix theory (15-XX) 65 Calculus of variations and optimal control; optimization (49-XX) 61 Biology and other natural sciences (92-XX) 52 Approximations and expansions (41-XX) 49 Systems theory; control (93-XX) 43 Probability theory and stochastic processes (60-XX) 35 Operator theory (47-XX) 32 Partial differential equations (35-XX) 27 Functional analysis (46-XX) 17 Combinatorics (05-XX) 14 Integral transforms, operational calculus (44-XX) 12 Geophysics (86-XX) 10 Convex and discrete geometry (52-XX) 8 Ordinary differential equations (34-XX) 6 Integral equations (45-XX) 5 Algebraic geometry (14-XX) 5 Fluid mechanics (76-XX) 5 Optics, electromagnetic theory (78-XX) 5 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Number theory (11-XX) 4 Differential geometry (53-XX) 4 Mechanics of deformable solids (74-XX) 4 Statistical mechanics, structure of matter (82-XX) 4 Astronomy and astrophysics (85-XX) 3 General and overarching topics; collections (00-XX) 3 Real functions (26-XX) 3 Measure and integration (28-XX) 3 Functions of a complex variable (30-XX) 3 Dynamical systems and ergodic theory (37-XX) 3 Geometry (51-XX) 3 Mechanics of particles and systems (70-XX) 3 Classical thermodynamics, heat transfer (80-XX) 3 Quantum theory (81-XX) 2 Commutative algebra (13-XX) 2 Special functions (33-XX) 2 Global analysis, analysis on manifolds (58-XX) 1 History and biography (01-XX) 1 Nonassociative rings and algebras (17-XX) 1 Group theory and generalizations (20-XX) 1 Topological groups, Lie groups (22-XX) 1 Potential theory (31-XX) 1 Several complex variables and analytic spaces (32-XX) 1 Sequences, series, summability (40-XX) 1 General topology (54-XX) 1 Manifolds and cell complexes (57-XX) Citations by Year