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Pock, Thomas

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Author ID: pock.thomas Recent zbMATH articles by "Pock, Thomas"
Published as: Pock, T.; Pock, Thomas
Documents Indexed: 32 Publications since 2008, including 1 Book

Publications by Year

Citations contained in zbMATH

24 Publications have been cited 1,366 times in 932 Documents Cited by Year
A first-order primal-dual algorithm for convex problems with applications to imaging. Zbl 1255.68217
Chambolle, Antonin; Pock, Thomas
558
2011
Total generalized variation. Zbl 1195.49025
Bredies, Kristian; Kunisch, Karl; Pock, Thomas
205
2010
An inertial forward-backward algorithm for monotone inclusions. Zbl 1327.47063
Lorenz, Dirk A.; Pock, Thomas
92
2015
iPiano: inertial proximal algorithm for nonconvex optimization. Zbl 1296.90094
Ochs, Peter; Chen, Yunjin; Brox, Thomas; Pock, Thomas
80
2014
On the ergodic convergence rates of a first-order primal-dual algorithm. Zbl 1350.49035
Chambolle, Antonin; Pock, Thomas
65
2016
An introduction to total variation for image analysis. Zbl 1209.94004
Chambolle, Antonin; Caselles, Vicent; Cremers, Daniel; Novaga, Matteo; Pock, Thomas
62
2010
An introduction to continuous optimization for imaging. Zbl 1343.65064
Chambolle, Antonin; Pock, Thomas
53
2016
A convex approach to minimal partitions. Zbl 1256.49040
Chambolle, Antonin; Cremers, Daniel; Pock, Thomas
38
2012
On iteratively reweighted algorithms for nonsmooth nonconvex optimization in computer vision. Zbl 1326.65078
Ochs, Peter; Dosovitskiy, Alexey; Brox, Thomas; Pock, Thomas
35
2015
iPiasco: inertial proximal algorithm for strongly convex optimization. Zbl 1327.90219
Ochs, Peter; Brox, Thomas; Pock, Thomas
28
2015
A bilevel optimization approach for parameter learning in variational models. Zbl 1280.49053
Kunisch, Karl; Pock, Thomas
28
2013
Global solutions of variational models with convex regularization. Zbl 1202.49031
Pock, Thomas; Cremers, Daniel; Bischof, Horst; Chambolle, Antonin
28
2010
Inertial proximal alternating linearized minimization (iPALM) for nonconvex and nonsmooth problems. Zbl 1358.90109
Pock, Thomas; Sabach, Shoham
17
2016
Insights into analysis operator learning: from patch-based sparse models to higher order MRFs. Zbl 1374.94065
Chen, Yunjin; Ranftl, René; Pock, Thomas
15
2014
A convex, lower semicontinuous approximation of Euler’s elastica energy. Zbl 1319.49018
Bredies, Kristian; Pock, Thomas; Wirth, Benedikt
13
2015
A first-order primal-dual algorithm with linesearch. Zbl 1390.49033
Malitsky, Yura; Pock, Thomas
10
2018
Convex relaxation of a class of vertex penalizing functionals. Zbl 1293.49063
Bredies, Kristian; Pock, Thomas; Wirth, Benedikt
10
2013
Total variation on a tree. Zbl 1367.68331
Kolmogorov, Vladimir; Pock, Thomas; Rolinek, Michal
9
2016
Acceleration of the PDHGM on partially strongly convex functions. Zbl 1382.90080
Valkonen, Tuomo; Pock, Thomas
7
2017
A remark on accelerated block coordinate descent for computing the proximity operators of a sum of convex functions. Zbl 1416.65170
Chambolle, Antonin; Pock, Thomas
7
2015
Techniques for gradient-based bilevel optimization with non-smooth lower level problems. Zbl 1352.65155
Ochs, Peter; Ranftl, René; Brox, Thomas; Pock, Thomas
3
2016
Total roto-translational variation. Zbl 1418.53004
Chambolle, Antonin; Pock, Thomas
1
2019
TGV-fusion. Zbl 1327.68324
Pock, Thomas; Zebedin, Lukas; Bischof, Horst
1
2011
Automatic differentiation for GPU-accelerated 2D/3D registration. Zbl 1147.92310
Grabner, Markus; Pock, Thomas; Gross, Tobias; Kainz, Bernhard
1
2008
Total roto-translational variation. Zbl 1418.53004
Chambolle, Antonin; Pock, Thomas
1
2019
A first-order primal-dual algorithm with linesearch. Zbl 1390.49033
Malitsky, Yura; Pock, Thomas
10
2018
Acceleration of the PDHGM on partially strongly convex functions. Zbl 1382.90080
Valkonen, Tuomo; Pock, Thomas
7
2017
On the ergodic convergence rates of a first-order primal-dual algorithm. Zbl 1350.49035
Chambolle, Antonin; Pock, Thomas
65
2016
An introduction to continuous optimization for imaging. Zbl 1343.65064
Chambolle, Antonin; Pock, Thomas
53
2016
Inertial proximal alternating linearized minimization (iPALM) for nonconvex and nonsmooth problems. Zbl 1358.90109
Pock, Thomas; Sabach, Shoham
17
2016
Total variation on a tree. Zbl 1367.68331
Kolmogorov, Vladimir; Pock, Thomas; Rolinek, Michal
9
2016
Techniques for gradient-based bilevel optimization with non-smooth lower level problems. Zbl 1352.65155
Ochs, Peter; Ranftl, René; Brox, Thomas; Pock, Thomas
3
2016
An inertial forward-backward algorithm for monotone inclusions. Zbl 1327.47063
Lorenz, Dirk A.; Pock, Thomas
92
2015
On iteratively reweighted algorithms for nonsmooth nonconvex optimization in computer vision. Zbl 1326.65078
Ochs, Peter; Dosovitskiy, Alexey; Brox, Thomas; Pock, Thomas
35
2015
iPiasco: inertial proximal algorithm for strongly convex optimization. Zbl 1327.90219
Ochs, Peter; Brox, Thomas; Pock, Thomas
28
2015
A convex, lower semicontinuous approximation of Euler’s elastica energy. Zbl 1319.49018
Bredies, Kristian; Pock, Thomas; Wirth, Benedikt
13
2015
A remark on accelerated block coordinate descent for computing the proximity operators of a sum of convex functions. Zbl 1416.65170
Chambolle, Antonin; Pock, Thomas
7
2015
iPiano: inertial proximal algorithm for nonconvex optimization. Zbl 1296.90094
Ochs, Peter; Chen, Yunjin; Brox, Thomas; Pock, Thomas
80
2014
Insights into analysis operator learning: from patch-based sparse models to higher order MRFs. Zbl 1374.94065
Chen, Yunjin; Ranftl, René; Pock, Thomas
15
2014
A bilevel optimization approach for parameter learning in variational models. Zbl 1280.49053
Kunisch, Karl; Pock, Thomas
28
2013
Convex relaxation of a class of vertex penalizing functionals. Zbl 1293.49063
Bredies, Kristian; Pock, Thomas; Wirth, Benedikt
10
2013
A convex approach to minimal partitions. Zbl 1256.49040
Chambolle, Antonin; Cremers, Daniel; Pock, Thomas
38
2012
A first-order primal-dual algorithm for convex problems with applications to imaging. Zbl 1255.68217
Chambolle, Antonin; Pock, Thomas
558
2011
TGV-fusion. Zbl 1327.68324
Pock, Thomas; Zebedin, Lukas; Bischof, Horst
1
2011
Total generalized variation. Zbl 1195.49025
Bredies, Kristian; Kunisch, Karl; Pock, Thomas
205
2010
An introduction to total variation for image analysis. Zbl 1209.94004
Chambolle, Antonin; Caselles, Vicent; Cremers, Daniel; Novaga, Matteo; Pock, Thomas
62
2010
Global solutions of variational models with convex regularization. Zbl 1202.49031
Pock, Thomas; Cremers, Daniel; Bischof, Horst; Chambolle, Antonin
28
2010
Automatic differentiation for GPU-accelerated 2D/3D registration. Zbl 1147.92310
Grabner, Markus; Pock, Thomas; Gross, Tobias; Kainz, Bernhard
1
2008
all top 5

Cited by 1,428 Authors

26 Boţ, Radu Ioan
19 Csetnek, Ernö Robert
19 Steidl, Gabriele
19 Zeng, Tie Yong
18 Burger, Martin
18 Pock, Thomas
18 Valkonen, Tuomo
17 Bredies, Kristian
17 Chambolle, Antonin
15 Huang, Ting-Zhu
15 Schönlieb, Carola-Bibiane
13 Osher, Stanley Joel
12 Dong, Qiaoli
11 Cremers, Daniel
11 Shehu, Yekini
11 Yuan, Xiaoming
10 Bonettini, Silvia
10 Chan, Raymond Hon-Fu
10 Nikolova, Mila
10 Shen, Lixin
10 Tai, Xuecheng
10 Tran Dinh Quoc
10 Weinmann, Andreas
10 Zhang, Xiaoqun
9 Attouch, Hedy
9 Han, Deren
9 Hintermüller, Michael
9 Wu, Chunlin
9 Zhao, Xile
8 Aujol, Jean-François
8 Chen, Ke
8 Cholamjiak, Prasit
8 Holler, Martin
8 Jung, Miyoun
8 Kunisch, Karl
8 Lee, Chang-Ock
8 Li, Wuchen
8 Papadakis, Nicolas
8 Peyré, Gabriel
8 Ruggiero, Valeria
8 Storath, Martin
7 Dong, Yiqiu
7 Fadili, Jalal M.
7 Gilboa, Guy
7 Hendrich, Christopher
7 Kang, Myungjoo
7 Kolehmainen, Ville
7 Lellmann, Jan
7 Möller, Michael
7 Ochs, Peter
7 Pang, Zhifeng
7 Park, Jongho
7 Schnörr, Christoph
6 Dong, Bin
6 Fitschen, Jan Henrik
6 He, Hongjin
6 Mei, Jin-Jin
6 Monteiro, Renato D. C.
6 Novaga, Matteo
6 Papafitsoros, Konstantinos
6 Pierre, Fabien
6 Prato, Marco
6 Suantai, Suthep
6 Tang, Yuchao
6 Wang, Si
6 Xu, Yuesheng
5 Bae, Egil
5 Bartels, Sören
5 Boyd, Stephen Poythress
5 Brinkmann, Eva-Maria
5 Brox, Thomas
5 Cai, Xingju
5 Chen, Dai-Qiang
5 Cholamjiak, Watcharaporn
5 Condat, Laurent
5 Dương Việt Thông
5 Feng, Xiangchu
5 Kang, Myeongmin
5 Li, Fang
5 Lorenz, Dirk Alfred
5 Lu, Jian
5 Ma, Feng
5 Melo, Jefferson G.
5 Porta, Federica
5 Quéau, Yvain
5 Rauhut, Holger
5 Ryu, Ernest K.
5 Schaeffer, Hayden
5 Weickert, Joachim
5 Weiss, Pierre
5 Wirth, Benedikt
5 Yin, Wotao
4 Arridge, Simon R.
4 Aubert, Gilles
4 Bergmann, Ronny
4 Blanc-Féraud, Laure
4 Bonafini, Mauro
4 Briceño-Arias, Luis M.
4 Bugeau, Aurélie
4 Cabot, Alexandre
...and 1,328 more Authors
all top 5

Cited in 152 Serials

92 Journal of Mathematical Imaging and Vision
92 SIAM Journal on Imaging Sciences
47 Journal of Scientific Computing
46 SIAM Journal on Optimization
34 Inverse Problems
31 Computational Optimization and Applications
28 Inverse Problems and Imaging
24 Journal of Optimization Theory and Applications
19 Mathematical Programming. Series A. Series B
18 Computers & Mathematics with Applications
18 Mathematical Problems in Engineering
17 Numerical Algorithms
17 International Journal of Computer Vision
16 SIAM Journal on Scientific Computing
15 Applied Mathematics and Computation
13 Optimization
12 Journal of Computational and Applied Mathematics
11 SIAM Journal on Numerical Analysis
11 Advances in Computational Mathematics
10 Journal of Global Optimization
10 Applied Mathematical Modelling
9 Computational and Applied Mathematics
8 Mathematics of Computation
8 Optimization Letters
7 Applied Numerical Mathematics
7 SIAM Journal on Applied Mathematics
7 Optimization Methods & Software
7 Journal of Machine Learning Research (JMLR)
7 Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A: Matemáticas. RACSAM
6 Applied Mathematics and Optimization
6 Pattern Recognition
6 Applied and Computational Harmonic Analysis
6 Journal of Fixed Point Theory and Applications
6 Journal of the Operations Research Society of China
5 Journal of Mathematical Analysis and Applications
5 Automatica
5 Information Sciences
5 Numerische Mathematik
5 Multidimensional Systems and Signal Processing
5 International Journal of Computer Mathematics
5 Journal of Inequalities and Applications
4 BIT
4 Calcolo
4 ETNA. Electronic Transactions on Numerical Analysis
4 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations
4 International Journal of Wavelets, Multiresolution and Information Processing
4 Fixed Point Theory and Applications
4 Set-Valued and Variational Analysis
4 Mathematical Programming Computation
3 Journal of Computational Physics
3 SIAM Journal on Mathematical Analysis
3 Computational Statistics and Data Analysis
3 Journal of Inverse and Ill-Posed Problems
3 Vietnam Journal of Mathematics
3 Foundations of Computational Mathematics
3 Acta Numerica
3 Computational & Mathematical Methods in Medicine
3 Science China. Mathematics
2 Archive for Rational Mechanics and Analysis
2 Journal of the Franklin Institute
2 Annali di Matematica Pura ed Applicata. Serie Quarta
2 Demonstratio Mathematica
2 Journal of Differential Equations
2 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods
2 Circuits, Systems, and Signal Processing
2 Linear Algebra and its Applications
2 Calculus of Variations and Partial Differential Equations
2 Journal of Convex Analysis
2 Abstract and Applied Analysis
2 Mathematical Methods of Operations Research
2 Communications in Nonlinear Science and Numerical Simulation
2 Optimization and Engineering
2 Journal of Evolution Equations
2 Inverse Problems in Science and Engineering
2 GAMM-Mitteilungen
2 Information and Inference
2 EURO Journal on Computational Optimization
2 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys
2 Actes des Rencontres du C.I.R.M.
1 Applicable Analysis
1 Jahresbericht der Deutschen Mathematiker-Vereinigung (DMV)
1 Mathematical Methods in the Applied Sciences
1 Nonlinearity
1 Indiana University Mathematics Journal
1 Journal of Approximation Theory
1 Journal of the Korean Mathematical Society
1 Mathematics of Operations Research
1 Numerical Functional Analysis and Optimization
1 Quarterly of Applied Mathematics
1 Rendiconti del Circolo Matemàtico di Palermo. Serie II
1 Rendiconti del Seminario Matematico della Università di Padova
1 SIAM Journal on Control and Optimization
1 Operations Research Letters
1 Annales de l’Institut Henri Poincaré. Analyse Non Linéaire
1 Computer Aided Geometric Design
1 Physica D
1 Numerical Methods for Partial Differential Equations
1 Asia-Pacific Journal of Operational Research
1 Journal of the American Mathematical Society
1 Neural Networks
...and 52 more Serials
all top 5

Cited in 37 Fields

492 Numerical analysis (65-XX)
391 Operations research, mathematical programming (90-XX)
376 Information and communication theory, circuits (94-XX)
261 Calculus of variations and optimal control; optimization (49-XX)
243 Computer science (68-XX)
124 Operator theory (47-XX)
73 Partial differential equations (35-XX)
64 Statistics (62-XX)
59 Biology and other natural sciences (92-XX)
19 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
16 Real functions (26-XX)
13 Systems theory; control (93-XX)
12 Functional analysis (46-XX)
11 Harmonic analysis on Euclidean spaces (42-XX)
11 Differential geometry (53-XX)
11 Mechanics of deformable solids (74-XX)
10 Ordinary differential equations (34-XX)
9 Integral transforms, operational calculus (44-XX)
9 Global analysis, analysis on manifolds (58-XX)
8 Optics, electromagnetic theory (78-XX)
7 Probability theory and stochastic processes (60-XX)
6 Combinatorics (05-XX)
6 Linear and multilinear algebra; matrix theory (15-XX)
5 Dynamical systems and ergodic theory (37-XX)
5 Convex and discrete geometry (52-XX)
5 Fluid mechanics (76-XX)
5 Geophysics (86-XX)
4 Approximations and expansions (41-XX)
4 Integral equations (45-XX)
4 General topology (54-XX)
3 Geometry (51-XX)
2 Measure and integration (28-XX)
2 Several complex variables and analytic spaces (32-XX)
2 Mechanics of particles and systems (70-XX)
2 Statistical mechanics, structure of matter (82-XX)
1 General and overarching topics; collections (00-XX)
1 Manifolds and cell complexes (57-XX)

Citations by Year