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Cevher, Volkan

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Author ID: cevher.volkan Recent zbMATH articles by "Cevher, Volkan"
Published as: Cevher, V.; Cevher, Volkan
Documents Indexed: 40 Publications since 2005

Publications by Year

Citations contained in zbMATH Open

28 Publications have been cited 191 times in 171 Documents Cited by Year
Model-based compressive sensing. Zbl 1366.94215
Baraniuk, Richard G.; Cevher, Volkan; Duarte, Marco F.; Hegde, Chinmay
67
2010
Matrix recipes for hard thresholding methods. Zbl 1311.90141
Kyrillidis, Anastasios; Cevher, Volkan
20
2014
Practical sketching algorithms for low-rank matrix approximation. Zbl 1379.65026
Tropp, Joel A.; Yurtsever, Alp; Udell, Madeleine; Cevher, Volkan
17
2017
Composite self-concordant minimization. Zbl 1337.68231
Quoc, Tran-Dinh; Kyrillidis, Anastasios; Cevher, Volkan
16
2015
An inexact proximal path-following algorithm for constrained convex minimization. Zbl 1311.90104
Tran-Dinh, Quoc; Kyrillidis, Anastasios; Cevher, Volkan
9
2014
Learning non-parametric basis independent models from point queries via low-rank methods. Zbl 1373.68336
Tyagi, Hemant; Cevher, Volkan
9
2014
A smooth primal-dual optimization framework for nonsmooth composite convex minimization. Zbl 1386.90109
Tran-Dinh, Quoc; Fercoq, Olivier; Cevher, Volkan
7
2018
Compressible distributions for high-dimensional statistics. Zbl 1364.62184
Gribonval, Rémi; Cevher, Volkan; Davies, Mike E.
7
2012
Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces. Zbl 1436.62146
Lin, Junhong; Rudi, Alessandro; Rosasco, Lorenzo; Cevher, Volkan
6
2020
Streaming low-rank matrix approximation with an application to scientific simulation. Zbl 1420.65060
Tropp, Joel A.; Yurtsever, Alp; Udell, Madeleine; Cevher, Volkan
4
2019
Group-sparse model selection: hardness and relaxations. Zbl 1359.94943
Baldassarre, Luca; Bhan, Nirav; Cevher, Volkan; Kyrillidis, Anastasios; Satpathi, Siddhartha
4
2016
Stochastic forward Douglas-Rachford splitting method for monotone inclusions. Zbl 07057113
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
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
Composite convex minimization involving self-concordant-like cost functions. Zbl 1370.90182
Tran-Dinh, Quoc; Li, Yen-Huan; Cevher, Volkan
2
2015
Bilinear generalized approximate message passing. I: Derivation. Zbl 1394.94447
Parker, Jason T.; Schniter, Philip; Cevher, Volkan
2
2014
Vehicle speed estimation using acoustic wave patterns. Zbl 1391.93205
Cevher, Volkan; Chellappa, Rama; McClellan, James H.
2
2009
Convergences of regularized algorithms and stochastic gradient methods with random projections. Zbl 07255051
Lin, Junhong; Cevher, Volkan
1
2020
A single-phase, proximal path-following framework. Zbl 1440.90025
Tran-Dinh, Quoc; Kyrillidis, Anastasios; Cevher, Volkan
1
2018
An adaptive sublinear-time block sparse Fourier transform. Zbl 1372.65360
Cevher, Volkan; Kapralov, Michael; Scarlett, Jonathan; Zandieh, Amir
1
2017
Limits on support recovery with probabilistic models: an information-theoretic framework. Zbl 1359.94282
Scarlett, Jonathan; Cevher, Volkan
1
2017
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
Phase transitions in group testing. Zbl 1410.68174
Scarlett, Jonathan; Cevher, Volkan
1
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
1
2016
Structured sparsity: discrete and convex approaches. Zbl 1333.94021
Kyrillidis, Anastasios; Baldassarre, Luca; El Halabi, Marwa; Tran-Dinh, Quoc; Cevher, Volkan
1
2015
Bilinear generalized approximate message passing. II: Applications. Zbl 1394.94448
Parker, Jason T.; Schniter, Philip; Cevher, Volkan
1
2014
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
Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces. Zbl 1436.62146
Lin, Junhong; Rudi, Alessandro; Rosasco, Lorenzo; Cevher, Volkan
6
2020
Convergences of regularized algorithms and stochastic gradient methods with random projections. Zbl 07255051
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
4
2019
A smooth primal-dual optimization framework for nonsmooth composite convex minimization. Zbl 1386.90109
Tran-Dinh, Quoc; Fercoq, Olivier; Cevher, Volkan
7
2018
Stochastic forward Douglas-Rachford splitting method for monotone inclusions. Zbl 07057113
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
1
2018
Practical sketching algorithms for low-rank matrix approximation. Zbl 1379.65026
Tropp, Joel A.; Yurtsever, Alp; Udell, Madeleine; Cevher, Volkan
17
2017
An adaptive sublinear-time block sparse Fourier transform. Zbl 1372.65360
Cevher, Volkan; Kapralov, Michael; Scarlett, Jonathan; Zandieh, Amir
1
2017
Limits on support recovery with probabilistic models: an information-theoretic framework. Zbl 1359.94282
Scarlett, Jonathan; Cevher, Volkan
1
2017
Group-sparse model selection: hardness and relaxations. Zbl 1359.94943
Baldassarre, Luca; Bhan, Nirav; Cevher, Volkan; Kyrillidis, Anastasios; Satpathi, Siddhartha
4
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
Phase transitions in group testing. Zbl 1410.68174
Scarlett, Jonathan; Cevher, Volkan
1
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
1
2016
Composite self-concordant minimization. Zbl 1337.68231
Quoc, Tran-Dinh; Kyrillidis, Anastasios; Cevher, Volkan
16
2015
Composite convex minimization involving self-concordant-like cost functions. Zbl 1370.90182
Tran-Dinh, Quoc; Li, Yen-Huan; Cevher, Volkan
2
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
20
2014
An inexact proximal path-following algorithm for constrained convex minimization. Zbl 1311.90104
Tran-Dinh, Quoc; Kyrillidis, Anastasios; Cevher, Volkan
9
2014
Learning non-parametric basis independent models from point queries via low-rank methods. Zbl 1373.68336
Tyagi, Hemant; Cevher, Volkan
9
2014
Bilinear generalized approximate message passing. I: Derivation. Zbl 1394.94447
Parker, Jason T.; Schniter, Philip; Cevher, Volkan
2
2014
Bilinear generalized approximate message passing. II: Applications. Zbl 1394.94448
Parker, Jason T.; Schniter, Philip; Cevher, Volkan
1
2014
Compressible distributions for high-dimensional statistics. Zbl 1364.62184
Gribonval, Rémi; Cevher, Volkan; Davies, Mike E.
7
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
67
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 361 Authors

12 Cevher, Volkan
11 Tran Dinh Quoc
6 Giryes, Raja
4 Hansen, Anders C.
4 Kyrillidis, Anastasios
4 Rauhut, Holger
4 Tanner, Jared W.
4 Wei, Ke
3 Adcock, Ben
3 Calderbank, Arthur Robert
3 Constantine, Paul G.
3 Fercoq, Olivier
3 Gribonval, Rémi
3 Kutz, J. Nathan
3 Lin, Junhong
3 Needell, Deanna
3 Roman, Bogdan
3 Saibaba, Arvind Krishna
3 Sun, Tianxiao
3 Udell, Madeleine
2 Bach, Francis R.
2 Baraniuk, Richard G.
2 Blanchard, Gilles
2 Blanchard, Jeffrey D.
2 Bright, Ido
2 Cai, Jian-Feng
2 Chan, Tony Fan-Cheong
2 Davies, Mike E.
2 Dirksen, Sjoerd
2 Elad, Michael
2 Fageot, Julien
2 Glaws, Andrew
2 Hallak, Nadav
2 Han, Ningning
2 Kutyniok, Gitta
2 Leung, Shingyu
2 Li, Song
2 Lin, Guang
2 Ma, Jianwei
2 Murtagh, Fionn D.
2 Necoara, Ion
2 Nedić, Angelia
2 Parks, Geoffrey Thomas
2 Saab, Rayan
2 Seshadri, Pranay
2 Song, Zhanjie
2 Tropp, Joel A.
2 Unser, Michael A.
2 Vybíral, Jan
2 Wen, Ruiping
2 Yurtsever, Alp
1 Alacaoglu, Ahmet
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 Aravkin, Aleksandr Y.
1 Ashkiani, Reza
1 Au-Yeung, Enrico
1 Ayanzadeh, Ramin
1 Ayaz, Ulaş
1 Baldassarre, Luca
1 Baldassini, Leonardo
1 Bastounis, Alexander
1 Batenkov, Dmitry
1 Beck, Amir
1 Bianchi, Pascal
1 Bigot, Jéremie
1 Bittens, Sina Vanessa
1 Bjarkason, Elvar K.
1 Boche, Holger
1 Böhm, Axel
1 Borkar, M. S.
1 Bostan, Emrah
1 Boţ, Radu Ioan
1 Boufounos, Petros T.
1 Bourgain, Jean
1 Boursier, Yannick
1 Bouwmans, Thierry
1 Boyer, Claire
1 Brady, David J.
1 Brown, D. Andrew
1 Bruckstein, Alfred Marcel
1 Brunton, Steven L.
1 Bull, Adam D.
1 Burke, James V.
1 Cammarota, Valentina
1 Cao, Jingjing
1 Caramanis, Constantine
1 Carin, Lawrence
1 Che, Maolin
1 Chen, Biaosong
1 Chen, Jianli
1 Chen, Xianyun
1 Chen, Yufei
1 Chen, Zhouye
1 Cho, Yeol Je
...and 261 more Authors
all top 5

Cited in 76 Serials

22 Applied and Computational Harmonic Analysis
9 SIAM Journal on Optimization
7 SIAM Journal on Scientific Computing
7 SIAM Journal on Imaging Sciences
6 SIAM Journal on Matrix Analysis and Applications
5 Mathematical Programming. Series A. Series B
4 The Annals of Statistics
4 Computational Optimization and Applications
4 Journal of Machine Learning Research (JMLR)
3 Applied Mathematics and Computation
3 Journal of Optimization Theory and Applications
3 Circuits, Systems, and Signal Processing
3 Statistical Science
3 Linear Algebra and its Applications
3 Mathematical Problems in Engineering
3 Optimization Methods & Software
3 Analysis and Applications (Singapore)
3 Information and Inference
2 Journal of Computational Physics
2 Journal of the Franklin Institute
2 Applied Mathematics and Optimization
2 Journal of Approximation Theory
2 Journal of Computational and Applied Mathematics
2 Computational Statistics and Data Analysis
2 Journal of Mathematical Imaging and Vision
2 International Journal of Wavelets, Multiresolution and Information Processing
2 Electronic Journal of Statistics
2 Mathematical Programming Computation
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 Inverse Problems
1 Journal of Mathematical Analysis and Applications
1 Automatica
1 Information Sciences
1 Mathematics of Operations Research
1 Operations Research Letters
1 Optimization
1 Journal of Complexity
1 Constructive Approximation
1 Asia-Pacific Journal of Operational Research
1 Journal of Scientific Computing
1 Signal Processing
1 Multidimensional Systems and Signal Processing
1 Machine Learning
1 Journal of Global Optimization
1 Geometric and Functional Analysis. GAFA
1 Applied Mathematical Modelling
1 SIAM Journal on Mathematical Analysis
1 Physics of Fluids
1 Advances in Computational Mathematics
1 The Journal of Fourier Analysis and Applications
1 Theory of Computing Systems
1 Mathematical Methods of Operations Research
1 Journal of Inequalities and Applications
1 Journal of Combinatorial Optimization
1 Acta Mathematica Sinica. English Series
1 Foundations of Computational Mathematics
1 Communications on Pure and Applied Analysis
1 Multiscale Modeling & Simulation
1 Inverse Problems in Science and Engineering
1 GAMM-Mitteilungen
1 Proceedings of the Steklov Institute of Mathematics
1 Optimization Letters
1 Signal, Image and Video Processing
1 Inverse Problems and Imaging
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

Citations by Year