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Author ID: cevher.volkan Recent zbMATH articles by "Cevher, Volkan"
Published as: Cevher, Volkan; Cevher, V.
Documents Indexed: 46 Publications since 2005
Co-Authors: 62 Co-Authors with 46 Joint Publications
1,075 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

35 Publications have been cited 288 times in 250 Documents Cited by Year
Model-based compressive sensing. Zbl 1366.94215
Baraniuk, Richard G.; Cevher, Volkan; Duarte, Marco F.; Hegde, Chinmay
74
2010
Practical sketching algorithms for low-rank matrix approximation. Zbl 1379.65026
Tropp, Joel A.; Yurtsever, Alp; Udell, Madeleine; Cevher, Volkan
35
2017
Matrix recipes for hard thresholding methods. Zbl 1311.90141
Kyrillidis, Anastasios; Cevher, Volkan
27
2014
Composite self-concordant minimization. Zbl 1337.68231
Quoc, Tran-Dinh; Kyrillidis, Anastasios; Cevher, Volkan
20
2015
A smooth primal-dual optimization framework for nonsmooth composite convex minimization. Zbl 1386.90109
Tran-Dinh, Quoc; Fercoq, Olivier; Cevher, Volkan
14
2018
Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces. Zbl 1436.62146
Lin, Junhong; Rudi, Alessandro; Rosasco, Lorenzo; Cevher, Volkan
12
2020
An inexact proximal path-following algorithm for constrained convex minimization. Zbl 1311.90104
Tran-Dinh, Quoc; Kyrillidis, Anastasios; Cevher, Volkan
11
2014
Learning non-parametric basis independent models from point queries via low-rank methods. Zbl 1373.68336
Tyagi, Hemant; Cevher, Volkan
11
2014
Compressible distributions for high-dimensional statistics. Zbl 1364.62184
Gribonval, Rémi; Cevher, Volkan; Davies, Mike E.
9
2012
Streaming low-rank matrix approximation with an application to scientific simulation. Zbl 1420.65060
Tropp, Joel A.; Yurtsever, Alp; Udell, Madeleine; Cevher, Volkan
8
2019
Scalable semidefinite programming. Zbl 1470.90068
Yurtsever, Alp; Tropp, Joel A.; Fercoq, Olivier; Udell, Madeleine; Cevher, Volkan
7
2021
Limits on support recovery with probabilistic models: an information-theoretic framework. Zbl 1359.94282
Scarlett, Jonathan; Cevher, Volkan
6
2017
A reflected forward-backward splitting method for monotone inclusions involving Lipschitzian operators. Zbl 1481.47082
Cevher, Volkan; Vũ, Bằng Công
5
2021
Group-sparse model selection: hardness and relaxations. Zbl 1359.94943
Baldassarre, Luca; Bhan, Nirav; Cevher, Volkan; Kyrillidis, Anastasios; Satpathi, Siddhartha
5
2016
An adaptive primal-dual framework for nonsmooth convex minimization. Zbl 1452.90246
Tran-Dinh, Quoc; Alacaoglu, Ahmet; Fercoq, Olivier; Cevher, Volkan
5
2020
Phase transitions in group testing. Zbl 1410.68174
Scarlett, Jonathan; Cevher, Volkan
4
2016
Bilinear generalized approximate message passing. I: Derivation. Zbl 1394.94447
Parker, Jason T.; Schniter, Philip; Cevher, Volkan
4
2014
Stochastic forward Douglas-Rachford splitting method for monotone inclusions. Zbl 1461.47031
Cevher, Volkan; Vũ, Bằng Công; Yurtsever, Alp
3
2018
What’s the frequency, Kenneth?: Sublinear Fourier sampling off the grid. Zbl 1322.94064
Boufounos, Petros; Cevher, Volkan; Gilbert, Anna C.; Li, Yi; Strauss, Martin J.
3
2012
Composite convex minimization involving self-concordant-like cost functions. Zbl 1370.90182
Tran-Dinh, Quoc; Li, Yen-Huan; Cevher, Volkan
3
2015
Fixed points of generalized approximate message passing with arbitrary matrices. Zbl 1359.94158
Rangan, Sundeep; Schniter, Philip; Riegler, Erwin; Fletcher, Alyson K.; Cevher, Volkan
3
2016
Vehicle speed estimation using acoustic wave patterns. Zbl 1391.93205
Cevher, Volkan; Chellappa, Rama; McClellan, James H.
2
2009
Bilinear generalized approximate message passing. II: Applications. Zbl 1394.94448
Parker, Jason T.; Schniter, Philip; Cevher, Volkan
2
2014
A non-Euclidean gradient descent framework for non-convex matrix factorization. Zbl 1415.94129
Hsieh, Ya-Ping; Kao, Yu-Chun; Mahabadi, Rabeeh Karimi; Yurtsever, Alp; Kyrillidis, Anastasios; Cevher, Volkan
2
2018
A single-phase, proximal path-following framework. Zbl 1440.90025
Tran-Dinh, Quoc; Kyrillidis, Anastasios; Cevher, Volkan
2
2018
Convergences of regularized algorithms and stochastic gradient methods with random projections. Zbl 07255051
Lin, Junhong; Cevher, Volkan
2
2020
Adaptive-rate reconstruction of time-varying signals with application in compressive foreground extraction. Zbl 1414.94425
Mota, João F. C.; Deligiannis, Nikos; Sankaranarayanan, Aswin C.; Cevher, Volkan; Rodrigues, Miguel R. D.
1
2016
Model-based sketching and recovery with expanders. Zbl 1455.94046
Bah, Bubacarr; Baldassarre, Luca; Cevher, Volkan
1
2014
Structured sparsity: discrete and convex approaches. Zbl 1333.94021
Kyrillidis, Anastasios; Baldassarre, Luca; El Halabi, Marwa; Tran-Dinh, Quoc; Cevher, Volkan
1
2015
Low computation and low latency algorithms for distributed sensor network initialization. Zbl 1134.94413
Borkar, M.; Cevher, V.; Mcclellan, J. H.
1
2007
An adaptive sublinear-time block sparse Fourier transform. Zbl 1372.65360
Cevher, Volkan; Kapralov, Michael; Scarlett, Jonathan; Zandieh, Amir
1
2017
General direction-of-arrival tracking with acoustic nodes. Zbl 1370.94082
Cevher, Volkan; McClellan, James H.
1
2005
Forward-reflected-backward method with variance reduction. Zbl 1478.90130
Alacaoglu, Ahmet; Malitsky, Yura; Cevher, Volkan
1
2021
Optimal convergence for distributed learning with stochastic gradient methods and spectral algorithms. Zbl 07306853
Lin, Junhong; Cevher, Volkan
1
2020
On the convergence of stochastic primal-dual hybrid gradient. Zbl 07543645
Alacaoglu, Ahmet; Fercoq, Olivier; Cevher, Volkan
1
2022
On the convergence of stochastic primal-dual hybrid gradient. Zbl 07543645
Alacaoglu, Ahmet; Fercoq, Olivier; Cevher, Volkan
1
2022
Scalable semidefinite programming. Zbl 1470.90068
Yurtsever, Alp; Tropp, Joel A.; Fercoq, Olivier; Udell, Madeleine; Cevher, Volkan
7
2021
A reflected forward-backward splitting method for monotone inclusions involving Lipschitzian operators. Zbl 1481.47082
Cevher, Volkan; Vũ, Bằng Công
5
2021
Forward-reflected-backward method with variance reduction. Zbl 1478.90130
Alacaoglu, Ahmet; Malitsky, Yura; Cevher, Volkan
1
2021
Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces. Zbl 1436.62146
Lin, Junhong; Rudi, Alessandro; Rosasco, Lorenzo; Cevher, Volkan
12
2020
An adaptive primal-dual framework for nonsmooth convex minimization. Zbl 1452.90246
Tran-Dinh, Quoc; Alacaoglu, Ahmet; Fercoq, Olivier; Cevher, Volkan
5
2020
Convergences of regularized algorithms and stochastic gradient methods with random projections. Zbl 07255051
Lin, Junhong; Cevher, Volkan
2
2020
Optimal convergence for distributed learning with stochastic gradient methods and spectral algorithms. Zbl 07306853
Lin, Junhong; Cevher, Volkan
1
2020
Streaming low-rank matrix approximation with an application to scientific simulation. Zbl 1420.65060
Tropp, Joel A.; Yurtsever, Alp; Udell, Madeleine; Cevher, Volkan
8
2019
A smooth primal-dual optimization framework for nonsmooth composite convex minimization. Zbl 1386.90109
Tran-Dinh, Quoc; Fercoq, Olivier; Cevher, Volkan
14
2018
Stochastic forward Douglas-Rachford splitting method for monotone inclusions. Zbl 1461.47031
Cevher, Volkan; Vũ, Bằng Công; Yurtsever, Alp
3
2018
A non-Euclidean gradient descent framework for non-convex matrix factorization. Zbl 1415.94129
Hsieh, Ya-Ping; Kao, Yu-Chun; Mahabadi, Rabeeh Karimi; Yurtsever, Alp; Kyrillidis, Anastasios; Cevher, Volkan
2
2018
A single-phase, proximal path-following framework. Zbl 1440.90025
Tran-Dinh, Quoc; Kyrillidis, Anastasios; Cevher, Volkan
2
2018
Practical sketching algorithms for low-rank matrix approximation. Zbl 1379.65026
Tropp, Joel A.; Yurtsever, Alp; Udell, Madeleine; Cevher, Volkan
35
2017
Limits on support recovery with probabilistic models: an information-theoretic framework. Zbl 1359.94282
Scarlett, Jonathan; Cevher, Volkan
6
2017
An adaptive sublinear-time block sparse Fourier transform. Zbl 1372.65360
Cevher, Volkan; Kapralov, Michael; Scarlett, Jonathan; Zandieh, Amir
1
2017
Group-sparse model selection: hardness and relaxations. Zbl 1359.94943
Baldassarre, Luca; Bhan, Nirav; Cevher, Volkan; Kyrillidis, Anastasios; Satpathi, Siddhartha
5
2016
Phase transitions in group testing. Zbl 1410.68174
Scarlett, Jonathan; Cevher, Volkan
4
2016
Fixed points of generalized approximate message passing with arbitrary matrices. Zbl 1359.94158
Rangan, Sundeep; Schniter, Philip; Riegler, Erwin; Fletcher, Alyson K.; Cevher, Volkan
3
2016
Adaptive-rate reconstruction of time-varying signals with application in compressive foreground extraction. Zbl 1414.94425
Mota, João F. C.; Deligiannis, Nikos; Sankaranarayanan, Aswin C.; Cevher, Volkan; Rodrigues, Miguel R. D.
1
2016
Composite self-concordant minimization. Zbl 1337.68231
Quoc, Tran-Dinh; Kyrillidis, Anastasios; Cevher, Volkan
20
2015
Composite convex minimization involving self-concordant-like cost functions. Zbl 1370.90182
Tran-Dinh, Quoc; Li, Yen-Huan; Cevher, Volkan
3
2015
Structured sparsity: discrete and convex approaches. Zbl 1333.94021
Kyrillidis, Anastasios; Baldassarre, Luca; El Halabi, Marwa; Tran-Dinh, Quoc; Cevher, Volkan
1
2015
Matrix recipes for hard thresholding methods. Zbl 1311.90141
Kyrillidis, Anastasios; Cevher, Volkan
27
2014
An inexact proximal path-following algorithm for constrained convex minimization. Zbl 1311.90104
Tran-Dinh, Quoc; Kyrillidis, Anastasios; Cevher, Volkan
11
2014
Learning non-parametric basis independent models from point queries via low-rank methods. Zbl 1373.68336
Tyagi, Hemant; Cevher, Volkan
11
2014
Bilinear generalized approximate message passing. I: Derivation. Zbl 1394.94447
Parker, Jason T.; Schniter, Philip; Cevher, Volkan
4
2014
Bilinear generalized approximate message passing. II: Applications. Zbl 1394.94448
Parker, Jason T.; Schniter, Philip; Cevher, Volkan
2
2014
Model-based sketching and recovery with expanders. Zbl 1455.94046
Bah, Bubacarr; Baldassarre, Luca; Cevher, Volkan
1
2014
Compressible distributions for high-dimensional statistics. Zbl 1364.62184
Gribonval, Rémi; Cevher, Volkan; Davies, Mike E.
9
2012
What’s the frequency, Kenneth?: Sublinear Fourier sampling off the grid. Zbl 1322.94064
Boufounos, Petros; Cevher, Volkan; Gilbert, Anna C.; Li, Yi; Strauss, Martin J.
3
2012
Model-based compressive sensing. Zbl 1366.94215
Baraniuk, Richard G.; Cevher, Volkan; Duarte, Marco F.; Hegde, Chinmay
74
2010
Vehicle speed estimation using acoustic wave patterns. Zbl 1391.93205
Cevher, Volkan; Chellappa, Rama; McClellan, James H.
2
2009
Low computation and low latency algorithms for distributed sensor network initialization. Zbl 1134.94413
Borkar, M.; Cevher, V.; Mcclellan, J. H.
1
2007
General direction-of-arrival tracking with acoustic nodes. Zbl 1370.94082
Cevher, Volkan; McClellan, James H.
1
2005
all top 5

Cited by 511 Authors

18 Cevher, Volkan
14 Tran Dinh Quoc
7 Udell, Madeleine
6 Fercoq, Olivier
6 Giryes, Raja
5 Hansen, Anders C.
5 Lin, Junhong
5 Tanner, Jared W.
5 Tropp, Joel A.
4 Kyrillidis, Anastasios
4 Roman, Bogdan
4 Wei, Ke
4 Wen, Ruiping
4 Yurtsever, Alp
3 Adcock, Ben
3 Alacaoglu, Ahmet
3 Bach, Francis R.
3 Calderbank, Arthur Robert
3 Constantine, Paul G.
3 Gribonval, Rémi
3 Kutz, J. Nathan
3 Li, Song
3 Needell, Deanna
3 Rauhut, Holger
3 Saibaba, Arvind Krishna
3 Sun, Tianxiao
2 Baraniuk, Richard G.
2 Blanchard, Gilles
2 Blanchard, Jeffrey D.
2 Böhm, Axel
2 Bright, Ido
2 Cai, Jian-Feng
2 Campoy, Rubén
2 Chan, Tony Fan-Cheong
2 Che, Maolin
2 Davies, Mike E.
2 Dirksen, Sjoerd
2 Elad, Michael
2 Fageot, Julien
2 Flinth, Axel
2 Glaws, Andrew
2 Hallak, Nadav
2 Han, Ningning
2 Hu, Ting
2 Krzakąła, Florent
2 Kutyniok, Gitta
2 Leung, Shingyu
2 Li, Shuzhen
2 Lin, Guang
2 Liu, Deyi
2 Ma, Jianwei
2 Malitsky, Yura
2 Marzouk, Youssef M.
2 Murtagh, Fionn D.
2 Nadler, Boaz
2 Necoara, Ion
2 Nedić, Angelia
2 Parks, Geoffrey Thomas
2 Saab, Rayan
2 Seshadri, Pranay
2 Sheng, Baohuai
2 Song, Zhanjie
2 Suykens, Johan A. K.
2 Unser, Michael A.
2 Venkataramanan, Ramji
2 Vybíral, Jan
2 Wei, Yimin
2 Wright, Stephen J.
2 Yan, Hong
2 Zadik, Ilias
2 Zahm, Olivier
2 Zdeborová, Lenka
2 Zhou, Dingxuan
2 Zilber, Pini
1 Alahi, Alexandre
1 Aldridge, Matthew
1 Aldroubi, Akram
1 Amini, Arash Ali
1 An, Jingyu
1 Andersen, Martin S.
1 Ansari-Asl, Karim
1 Antenucci, Fabrizio
1 Aragón Artacho, Francisco Javier
1 Aravkin, Aleksandr Y.
1 Ashkiani, Reza
1 Ashtiani, Shaghayegh Zamani
1 Askari, Armin
1 Aspeel, Antoine
1 Au-Yeung, Enrico
1 Ayanzadeh, Ramin
1 Ayaz, Ulaş
1 Babaee, Hessam
1 Bah, Bubacarr
1 Bahmani, Sohail
1 Bai, Zhengjian
1 Baldassarre, Luca
1 Baldassini, Leonardo
1 Bastounis, Alexander
1 Batenkov, Dmitry
1 Bauch, Jonathan
...and 411 more Authors
all top 5

Cited in 93 Serials

26 Applied and Computational Harmonic Analysis
13 SIAM Journal on Optimization
12 SIAM Journal on Mathematics of Data Science
10 SIAM Journal on Matrix Analysis and Applications
10 Computational Optimization and Applications
7 SIAM Journal on Scientific Computing
7 Journal of Machine Learning Research (JMLR)
7 SIAM Journal on Imaging Sciences
6 The Annals of Statistics
6 Mathematical Programming. Series A. Series B
5 Linear Algebra and its Applications
4 Journal of Optimization Theory and Applications
4 Journal of Scientific Computing
4 Optimization Methods & Software
3 Journal of Computational Physics
3 Applied Mathematics and Computation
3 Journal of Computational and Applied Mathematics
3 Circuits, Systems, and Signal Processing
3 Statistical Science
3 Machine Learning
3 Computational Statistics and Data Analysis
3 Mathematical Problems in Engineering
3 Journal of Inequalities and Applications
3 Analysis and Applications (Singapore)
3 International Journal of Wavelets, Multiresolution and Information Processing
3 Mathematical Programming Computation
3 Information and Inference
2 Inverse Problems
2 Journal of the Franklin Institute
2 Applied Mathematics and Optimization
2 Journal of Approximation Theory
2 Mathematics of Operations Research
2 Physica D
2 Optimization
2 Journal of Global Optimization
2 Journal of Mathematical Imaging and Vision
2 Optimization Letters
2 Electronic Journal of Statistics
2 Science China. Information Sciences
2 SIAM/ASA Journal on Uncertainty Quantification
1 Computers and Fluids
1 Computer Methods in Applied Mechanics and Engineering
1 Journal of Mathematical Analysis and Applications
1 Mathematical Notes
1 Mathematics of Computation
1 Automatica
1 Information Sciences
1 Journal of Statistical Planning and Inference
1 Numerical Functional Analysis and Optimization
1 Operations Research Letters
1 Journal of Complexity
1 Constructive Approximation
1 Asia-Pacific Journal of Operational Research
1 Signal Processing
1 Multidimensional Systems and Signal Processing
1 Geometric and Functional Analysis. GAFA
1 Applied Mathematical Modelling
1 SIAM Journal on Mathematical Analysis
1 Physics of Fluids
1 Journal of Convex Analysis
1 Advances in Computational Mathematics
1 Electronic Journal of Probability
1 The Journal of Fourier Analysis and Applications
1 Finance and Stochastics
1 Theory of Computing Systems
1 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations
1 Mathematical Methods of Operations Research
1 Journal of Combinatorial Optimization
1 Acta Mathematica Sinica. English Series
1 Foundations of Computational Mathematics
1 Communications on Pure and Applied Analysis
1 Journal of Applied Mathematics and Computing
1 Multiscale Modeling & Simulation
1 Journal of Statistical Mechanics: Theory and Experiment
1 Inverse Problems in Science and Engineering
1 GAMM-Mitteilungen
1 Proceedings of the Steklov Institute of Mathematics
1 Signal, Image and Video Processing
1 Inverse Problems and Imaging
1 Foundations and Trends in Machine Learning
1 Set-Valued and Variational Analysis
1 Probability Surveys
1 \(p\)-Adic Numbers, Ultrametric Analysis, and Applications
1 Advances in Pure and Applied Mathematics
1 Symmetry
1 Statistics and Computing
1 Numerical Algebra, Control and Optimization
1 Forum of Mathematics, Sigma
1 Computer Science Review
1 Journal of Computational Dynamics
1 Journal of Mathematical Modeling
1 Mathematical Statistics and Learning
1 OJMO. Open Journal of Mathematical Optimization

Citations by Year