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Author ID: giryes.raja Recent zbMATH articles by "Giryes, Raja"
Published as: Giryes, Raja; Giryes, R.
External Links: ORCID

Publications by Year

Citations contained in zbMATH Open

19 Publications have been cited 131 times in 101 Documents Cited by Year
Greedy-like algorithms for the cosparse analysis model. Zbl 1332.94043
Giryes, R.; Nam, S.; Elad, M.; Gribonval, R.; Davies, M. E.
23
2014
The projected GSURE for automatic parameter tuning in iterative shrinkage methods. Zbl 1210.94015
Giryes, R.; Elad, M.; Eldar, Y. C.
14
2011
Sparsity-based Poisson denoising with dictionary learning. Zbl 1374.94123
Giryes, Raja; Elad, Michael
12
2014
Deep neural networks with random Gaussian weights: a universal classification strategy? Zbl 1414.94217
Giryes, Raja; Sapiro, Guillermo; Bronstein, Alex M.
10
2016
Robust large margin deep neural networks. Zbl 1414.68076
Sokolić, Jure; Giryes, Raja; Sapiro, Guillermo; Rodrigues, Miguel R. D.
10
2017
Image restoration by iterative denoising and backward projections. Zbl 1409.94590
Tirer, Tom; Giryes, Raja
8
2019
RIP-based near-oracle performance guarantees for SP CoSamp, and IHT. Zbl 1393.94243
Giryes, Raja; Elad, Michael
8
2012
On the effective measure of dimension in the analysis cosparse model. Zbl 1359.94032
Giryes, Raja; Plan, Yaniv; Vershynin, Roman
7
2015
Greedy signal space methods for incoherence and beyond. Zbl 1345.94025
Giryes, Raja; Needell, Deanna
6
2015
Simple and robust binary self-location patterns. Zbl 1365.94374
Bruckstein, Alfred M.; Etzion, Tuvi; Giryes, Raja; Gordon, Noam; Holt, Robert J.; Shuldiner, Doron
5
2012
Tradeoffs between convergence speed and reconstruction accuracy in inverse problems. Zbl 1414.94216
Giryes, Raja; Eldar, Yonina C.; Bronstein, Alex M.; Sapiro, Guillermo
5
2018
DeepISP: toward learning an end-to-end image processing pipeline. Zbl 1409.94533
Schwartz, Eli; Giryes, Raja; Bronstein, Alex M.
4
2019
Near oracle performance and block analysis of signal space greedy methods. Zbl 1381.94049
Giryes, Raja; Needell, Deanna
3
2015
Sparsity based methods for overparameterized variational problems. Zbl 1328.47080
Giryes, R.; Elad, M.; Bruckstein, A. M.
3
2015
Class-aware fully convolutional Gaussian and Poisson denoising. Zbl 1409.94508
Remez, Tal; Litany, Or; Giryes, Raja; Bronstein, Alex M.
3
2018
Postprocessing of compressed images via sequential denoising. Zbl 1408.94122
Dar, Yehuda; Bruckstein, Alfred M.; Elad, Michael; Giryes, Raja
3
2016
Generalization error in deep learning. Zbl 1494.68240
Jakubovitz, Daniel; Giryes, Raja; Rodrigues, Miguel R. D.
3
2019
Sampling in the analysis transform domain. Zbl 1330.94026
Giryes, Raja
2
2016
Back-projection based fidelity term for ill-posed linear inverse problems. Zbl 07586316
Tirer, Tom; Giryes, Raja
2
2020
Back-projection based fidelity term for ill-posed linear inverse problems. Zbl 07586316
Tirer, Tom; Giryes, Raja
2
2020
Image restoration by iterative denoising and backward projections. Zbl 1409.94590
Tirer, Tom; Giryes, Raja
8
2019
DeepISP: toward learning an end-to-end image processing pipeline. Zbl 1409.94533
Schwartz, Eli; Giryes, Raja; Bronstein, Alex M.
4
2019
Generalization error in deep learning. Zbl 1494.68240
Jakubovitz, Daniel; Giryes, Raja; Rodrigues, Miguel R. D.
3
2019
Tradeoffs between convergence speed and reconstruction accuracy in inverse problems. Zbl 1414.94216
Giryes, Raja; Eldar, Yonina C.; Bronstein, Alex M.; Sapiro, Guillermo
5
2018
Class-aware fully convolutional Gaussian and Poisson denoising. Zbl 1409.94508
Remez, Tal; Litany, Or; Giryes, Raja; Bronstein, Alex M.
3
2018
Robust large margin deep neural networks. Zbl 1414.68076
Sokolić, Jure; Giryes, Raja; Sapiro, Guillermo; Rodrigues, Miguel R. D.
10
2017
Deep neural networks with random Gaussian weights: a universal classification strategy? Zbl 1414.94217
Giryes, Raja; Sapiro, Guillermo; Bronstein, Alex M.
10
2016
Postprocessing of compressed images via sequential denoising. Zbl 1408.94122
Dar, Yehuda; Bruckstein, Alfred M.; Elad, Michael; Giryes, Raja
3
2016
Sampling in the analysis transform domain. Zbl 1330.94026
Giryes, Raja
2
2016
On the effective measure of dimension in the analysis cosparse model. Zbl 1359.94032
Giryes, Raja; Plan, Yaniv; Vershynin, Roman
7
2015
Greedy signal space methods for incoherence and beyond. Zbl 1345.94025
Giryes, Raja; Needell, Deanna
6
2015
Near oracle performance and block analysis of signal space greedy methods. Zbl 1381.94049
Giryes, Raja; Needell, Deanna
3
2015
Sparsity based methods for overparameterized variational problems. Zbl 1328.47080
Giryes, R.; Elad, M.; Bruckstein, A. M.
3
2015
Greedy-like algorithms for the cosparse analysis model. Zbl 1332.94043
Giryes, R.; Nam, S.; Elad, M.; Gribonval, R.; Davies, M. E.
23
2014
Sparsity-based Poisson denoising with dictionary learning. Zbl 1374.94123
Giryes, Raja; Elad, Michael
12
2014
RIP-based near-oracle performance guarantees for SP CoSamp, and IHT. Zbl 1393.94243
Giryes, Raja; Elad, Michael
8
2012
Simple and robust binary self-location patterns. Zbl 1365.94374
Bruckstein, Alfred M.; Etzion, Tuvi; Giryes, Raja; Gordon, Noam; Holt, Robert J.; Shuldiner, Doron
5
2012
The projected GSURE for automatic parameter tuning in iterative shrinkage methods. Zbl 1210.94015
Giryes, R.; Elad, M.; Eldar, Y. C.
14
2011
all top 5

Cited by 268 Authors

10 Elad, Michael
8 Giryes, Raja
5 Needell, Deanna
3 Almansa, Andrés
3 De Bortoli, Valentin
3 Durmus, Alain
3 Gribonval, Rémi
3 Kabanava, Maryia
3 Pereyra, Marcelo
3 Peyré, Gabriel
3 Rauhut, Holger
3 Romano, Yaniv
2 Aberdam, Aviad
2 Bruckstein, Alfred Marcel
2 Chen, Yunjin
2 Delon, Julie
2 Fadili, Jalal M.
2 Feng, Wensen
2 Huang, Hua
2 Laumont, Rémi
2 Ling, San
2 Liu, Jiaqi
2 Maass, Peter
2 Milanfar, Peyman
2 Morigi, Serena
2 Poon, Clarice
2 Schönlieb, Carola-Bibiane
2 Sulam, Jeremias
2 Tirer, Tom
2 Vaiter, Samuel
2 Vaksman, Gregory
2 Xue, Feng
1 Ai, Xia
1 Alberti, Giovanni S.
1 Arridge, Simon R.
1 Aviles-Rivero, Angelica I.
1 Bao, Chenglong
1 Barbier, Jean
1 Bartlett, Peter L.
1 Ben Bashat, Dafna
1 Benigni, Lucas
1 Bertin, Nancy
1 Bissantz, Nicolai
1 Blanchard, Gilles
1 Bresler, Yoram
1 Bronstein, Alex M.
1 Brune, Christoph
1 Burger, Martin
1 Calvo, Gabriel F.
1 Calvo, Juan G.
1 Campos, Joaquim
1 Campos, Juan
1 Caselles Costa, Vicent
1 Cen, Ling
1 Chang, Huibin
1 Chang, Zuling
1 Chaplain, Mark A. J.
1 Chee, Yeow Meng
1 Chen, Wuhui
1 Chung, Julianne M.
1 Cohen, Regev
1 Colibazzi, Francesco
1 Combettes, Patrick L.
1 Couillet, Romain
1 Dai, Pingfan
1 Dao, Duc Tu
1 Darbon, Jerome
1 Daudet, Laurent
1 Davies, Mike E.
1 de Gosson, Maurice Alexis
1 Deledalle, Charles-Alban
1 Dette, Holger
1 Diego, David
1 Ding, Shuxue
1 Ding, Xiangling
1 Dirksen, Sjoerd
1 Dittmer, Sören
1 Dossal, Charles
1 Du, Huiqian
1 Duan, Yuping
1 Durgin, Natalie
1 Effland, Alexander
1 Emiya, Valentin
1 Ezerman, Martianus Frederic
1 Fabiani, Gianluca
1 Fang, Liping
1 Fei, Lunke
1 Fernandez Vidal, Ana
1 Foucart, Simon
1 Fu, Ying
1 Gabrié, Marylou
1 Gaffney, Eamonn A.
1 Galaris, Evangelos
1 Gallos, Ioannis
1 Gao, Shaobing
1 Gazzola, Silvia
1 Genzel, Martin
1 Goujon, Alexis
1 Grama, Ion G.
1 Grotheer, Rachel
...and 168 more Authors
all top 5

Cited in 49 Serials

16 SIAM Journal on Imaging Sciences
9 Applied and Computational Harmonic Analysis
6 Journal of Mathematical Imaging and Vision
5 Journal of Machine Learning Research (JMLR)
4 Neural Networks
4 Inverse Problems and Imaging
3 Journal of Scientific Computing
2 Journal of Mathematical Biology
2 Journal of Computational and Applied Mathematics
2 Machine Learning
2 International Journal of Computer Vision
2 Computational & Mathematical Methods in Medicine
2 SIAM Journal on Mathematics of Data Science
1 Bulletin of the Australian Mathematical Society
1 Discrete Mathematics
1 Journal of the Franklin Institute
1 Journal of Mathematical Physics
1 Bulletin of Mathematical Biology
1 Information Sciences
1 Inventiones Mathematicae
1 Journal of Approximation Theory
1 Operations Research
1 SIAM Journal on Computing
1 Acta Applicandae Mathematicae
1 Applied Numerical Mathematics
1 European Journal of Applied Mathematics
1 The Annals of Applied Probability
1 Designs, Codes and Cryptography
1 Numerical Algorithms
1 Linear Algebra and its Applications
1 SIAM Journal on Mathematical Analysis
1 SIAM Journal on Scientific Computing
1 Calculus of Variations and Partial Differential Equations
1 Fractals
1 Journal of Inverse and Ill-Posed Problems
1 Complexity
1 Electronic Journal of Probability
1 Bernoulli
1 The Journal of Fourier Analysis and Applications
1 Foundations of Computational Mathematics
1 Acta Numerica
1 Journal of Statistical Mechanics: Theory and Experiment
1 Inverse Problems in Science and Engineering
1 Advances in Mathematical Physics
1 Diskretnyĭ Analiz i Issledovanie Operatsiĭ
1 Journal of the Operations Research Society of China
1 East Asian Journal on Applied Mathematics
1 Mathematical Statistics and Learning
1 Mathematics in Engineering

Citations by Year