default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDDirk A. Lorenz
Person information
- affiliation: Universität Bremen, Germany
- affiliation (former): Technische Universität Braunschweig, Germany
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Books and Theses
- 2011
[b2]Kristian Bredies, Dirk A. Lorenz:
Mathematische Bildverarbeitung - Einführung in Grundlagen und moderne Theorie. Vieweg+Teubner 2011, ISBN 978-3-8348-1037-3, pp. I-X, 1-445- 2004
- [b1]Dirk A. Lorenz:
Wavelet shrinkage in signal & image processing: an investigation of relations and equivalences. University of Bremen, Germany, 2004, pp. 1-98
Journal Articles
- 2024
- [j26]Robert M. Gower
, Dirk A. Lorenz, Maximilian Winkler:
A Bregman-Kaczmarz method for nonlinear systems of equations. Comput. Optim. Appl. 87(3): 1059-1098 (2024) - [j25]Robert Mansel Gower, Dirk A. Lorenz, Maximilian Winkler:
Correction: A Bregman-Kaczmarz method for nonlinear systems of equations. Comput. Optim. Appl. 88(3): 999-1000 (2024) - 2023
- [j24]Lionel Tondji, Dirk A. Lorenz:
Faster randomized block sparse Kaczmarz by averaging. Numer. Algorithms 93(4): 1417-1451 (2023) - 2022
- [j23]Kristian Bredies, Enis Chenchene, Dirk A. Lorenz, Emanuele Naldi:
Degenerate Preconditioned Proximal Point Algorithms. SIAM J. Optim. 32(3): 2376-2401 (2022) - 2019
- [j22]Dirk A. Lorenz, Quoc Tran-Dinh:
Non-stationary Douglas-Rachford and alternating direction method of multipliers: adaptive step-sizes and convergence. Comput. Optim. Appl. 74(1): 67-92 (2019) - [j21]Birgit Komander, Dirk A. Lorenz, Lena Vestweber:
Denoising of Image Gradients and Total Generalized Variation Denoising. J. Math. Imaging Vis. 61(1): 21-39 (2019) - [j20]Frank Schöpfer, Dirk A. Lorenz:
Linear convergence of the randomized sparse Kaczmarz method. Math. Program. 173(1-2): 509-536 (2019) - 2018
- [j19]Christoph Brauer, Dirk A. Lorenz, Andreas M. Tillmann:
A primal-dual homotopy algorithm for \(\ell _{1}\) -minimization with \(\ell _{\infty }\) -constraints. Comput. Optim. Appl. 70(2): 443-478 (2018) - [j18]Lars M. Mescheder, Dirk A. Lorenz:
An Extended Perona-Malik Model Based on Probabilistic Models. J. Math. Imaging Vis. 60(1): 128-144 (2018) - 2015
- [j17]Christian Kruschel, Dirk A. Lorenz:
Computing and analyzing recoverable supports for sparse reconstruction. Adv. Comput. Math. 41(6): 1119-1144 (2015) - [j16]Dirk A. Lorenz, Thomas Pock:
An Inertial Forward-Backward Algorithm for Monotone Inclusions. J. Math. Imaging Vis. 51(2): 311-325 (2015) - [j15]Kristian Bredies, Dirk A. Lorenz, Stefan Reiterer:
Minimization of Non-smooth, Non-convex Functionals by Iterative Thresholding. J. Optim. Theory Appl. 165(1): 78-112 (2015) - [j14]Dirk A. Lorenz, Marc E. Pfetsch, Andreas M. Tillmann:
Solving Basis Pursuit: Heuristic Optimality Check and Solver Comparison. ACM Trans. Math. Softw. 41(2): 8:1-8:29 (2015) - 2014
- [j13]Dirk A. Lorenz, Marc E. Pfetsch, Andreas M. Tillmann:
An infeasible-point subgradient method using adaptive approximate projections. Comput. Optim. Appl. 57(2): 271-306 (2014) - [j12]Dirk A. Lorenz, Frank Schöpfer, Stephan Wenger:
The Linearized Bregman Method via Split Feasibility Problems: Analysis and Generalizations. SIAM J. Imaging Sci. 7(2): 1237-1262 (2014) - [j11]Jan Lellmann, Dirk A. Lorenz, Carola-Bibiane Schönlieb, Tuomo Valkonen:
Imaging with Kantorovich-Rubinstein Discrepancy. SIAM J. Imaging Sci. 7(4): 2833-2859 (2014) - 2013
- [j10]Stephan Wenger, Dirk A. Lorenz, Marcus A. Magnor:
Fast Image-Based Modeling of Astronomical Nebulae. Comput. Graph. Forum 32(7): 93-100 (2013) - [j9]Dirk A. Lorenz:
Constructing Test Instances for Basis Pursuit Denoising. IEEE Trans. Signal Process. 61(5): 1210-1214 (2013) - 2012
- [j8]Kanglin Chen, Dirk A. Lorenz:
Image Sequence Interpolation Based on Optical Flow, Segmentation, and Optimal Control. IEEE Trans. Image Process. 21(3): 1020-1030 (2012) - [j7]Stephan Wenger, Marco Ament, Stefan Guthe, Dirk A. Lorenz, Andreas M. Tillmann, Daniel Weiskopf, Marcus A. Magnor:
Visualization of Astronomical Nebulae via Distributed Multi-GPU Compressed Sensing Tomography. IEEE Trans. Vis. Comput. Graph. 18(12): 2188-2197 (2012) - 2011
- [j6]Kanglin Chen, Dirk A. Lorenz:
Image Sequence Interpolation Using Optimal Control. J. Math. Imaging Vis. 41(3): 222-238 (2011) - [j5]Klaus Frick, Dirk A. Lorenz, Elena Resmerita:
Morozov's Principle for the Augmented Lagrangian Method Applied to Linear Inverse Problems. Multiscale Model. Simul. 9(4): 1528-1548 (2011) - 2010
- [j4]Bangti Jin, Dirk A. Lorenz:
Heuristic Parameter-Choice Rules for Convex Variational Regularization Based on Error Estimates. SIAM J. Numer. Anal. 48(3): 1208-1229 (2010) - [j3]Jan Lorenz, Dirk A. Lorenz:
On Conditions for Convergence to Consensus. IEEE Trans. Autom. Control. 55(7): 1651-1656 (2010) - 2009
- [j2]Kristian Bredies, Dirk A. Lorenz, Peter Maass:
A generalized conditional gradient method and its connection to an iterative shrinkage method. Comput. Optim. Appl. 42(2): 173-193 (2009) - 2008
- [j1]Kristian Bredies, Dirk A. Lorenz:
Iterated Hard Shrinkage for Minimization Problems with Sparsity Constraints. SIAM J. Sci. Comput. 30(2): 657-683 (2008)
Conference and Workshop Papers
- 2023
- [c10]Lionel Tondji, Dirk A. Lorenz, Ion Necoara:
An accelerated randomized Bregman-Kaczmarz method for strongly convex linearly constraint optimization. ECC 2023: 1-6 - [c9]Christoph Brauer, Dirk A. Lorenz:
Asymptotic Analysis and Truncated Backpropagation for the Unrolled Primal-Dual Algorithm. EUSIPCO 2023: 860-864 - 2022
- [c8]Christoph Brauer, Dirk A. Lorenz, Lionel Tondji:
Group equivariant networks for leakage detection in vacuum bagging. EUSIPCO 2022: 1437-1441 - 2019
- [c7]Christoph Brauer, Ziyue Zhao, Dirk A. Lorenz, Tim Fingscheidt:
Learning to Dequantize Speech Signals by Primal-dual Networks: an Approach for Acoustic Sensor Networks. ICASSP 2019: 7000-7004 - 2017
- [c6]Birgit Komander, Dirk A. Lorenz:
Denoising of Image Gradients and Constrained Total Generalized Variation. SSVM 2017: 435-446 - 2016
- [c5]Christoph Brauer, Timo Gerkmann, Dirk A. Lorenz:
Sparse reconstruction of quantized speech signals. ICASSP 2016: 5940-5944 - 2015
- [c4]Christoph Brauer, Dirk A. Lorenz:
Cartoon-Texture-Noise Decomposition with Transport Norms. SSVM 2015: 142-153 - 2014
- [c3]Dirk A. Lorenz, Stephan Wenger, Frank Schöpfer, Marcus A. Magnor:
A sparse Kaczmarz solver and a linearized Bregman method for online compressed sensing. ICIP 2014: 1347-1351 - 2013
- [c2]Eileen Laue, Dirk A. Lorenz:
Variational Methods for Motion Deblurring with Still Background. SSVM 2013: 74-85 - 2006
- [c1]Kristian Bredies, Dirk A. Lorenz, Peter Maass:
An Optimal Control Problem in Medical Image Processing. Systems, Control, Modeling and Optimization 2006: 249-259
Informal and Other Publications
- 2024
- [i28]Antonio Leitão, Joel C. Rabelo, Dirk A. Lorenz, Maximilian Winkler:
On inertial Levenberg-Marquardt type methods for solving nonlinear ill-posed operator equations. CoRR abs/2406.07044 (2024) - 2023
- [i27]Robert M. Gower, Dirk A. Lorenz, Maximilian Winkler:
A Bregman-Kaczmarz method for nonlinear systems of equations. CoRR abs/2303.08549 (2023) - [i26]Dirk A. Lorenz, Felix Schneppe, Lionel Tondji:
Linearly convergent adjoint free solution of least squares problems by random descent. CoRR abs/2306.01946 (2023) - [i25]Niklas Breustedt, Paolo Climaco, Jochen Garcke, Jan Hamaekers, Gitta Kutyniok, Dirk A. Lorenz, Rick Oerder, Chirag Varun Shukla:
On the Interplay of Subset Selection and Informed Graph Neural Networks. CoRR abs/2306.10066 (2023) - [i24]Dirk A. Lorenz, Maximilian Winkler:
Minimal error momentum Bregman-Kaczmarz. CoRR abs/2307.15435 (2023) - [i23]Lionel Tondji, Idriss Tondji, Dirk A. Lorenz:
Adaptive Bregman-Kaczmarz: An Approach to Solve Linear Inverse Problems with Independent Noise Exactly. CoRR abs/2309.06186 (2023) - [i22]Lionel Tondji, Ion Necoara, Dirk A. Lorenz:
Acceleration and restart for the randomized Bregman-Kaczmarz method. CoRR abs/2310.17338 (2023) - 2022
- [i21]Dirk A. Lorenz, Felix Schneppe:
Chambolle-Pock's Primal-Dual Method with Mismatched Adjoint. CoRR abs/2201.04928 (2022) - [i20]Frank Schöpfer, Dirk A. Lorenz, Lionel Tondji, Maximilian Winkler:
Extended Randomized Kaczmarz Method for Sparse Least Squares and Impulsive Noise Problems. CoRR abs/2201.08620 (2022) - [i19]Lionel Tondji, Dirk A. Lorenz:
Faster Randomized Block Sparse Kaczmarz by Averaging. CoRR abs/2203.10838 (2022) - [i18]Nanda Kishore Bellam Muralidhar, Carmen Gräßle, Natalie Rauter, Andrey Mikhaylenko, Rolf Lammering, Dirk A. Lorenz:
Damage Identification in Fiber Metal Laminates using Bayesian Analysis with Model Order Reduction. CoRR abs/2206.04329 (2022) - [i17]Christoph Brauer, Niklas Breustedt, Timo de Wolff, Dirk A. Lorenz:
Learning Variational Models with Unrolling and Bilevel Optimization. CoRR abs/2209.12651 (2022) - 2021
- [i16]Daria Ghilli, Dirk A. Lorenz, Elena Resmerita:
Nonconvex flexible sparsity regularization: theory and monotone numerical schemes. CoRR abs/2111.06281 (2021) - 2020
- [i15]Andrea Ebner, Jürgen Frikel, Dirk A. Lorenz, Johannes Schwab, Markus Haltmeier:
Regularization of Inverse Problems by Filtered Diagonal Frame Decomposition. CoRR abs/2008.06219 (2020) - 2018
- [i14]Dirk A. Lorenz, Sean Rose, Frank Schöpfer:
The Randomized Kaczmarz Method with Mismatched Adjoint. CoRR abs/1803.02848 (2018) - [i13]Christoph Brauer, Dirk A. Lorenz:
Primal-dual residual networks. CoRR abs/1806.05823 (2018) - 2017
- [i12]Birgit Komander, Dirk A. Lorenz, Lena Vestweber:
Denoising of image gradients and total generalized variation denoising. CoRR abs/1712.08585 (2017) - 2016
- [i11]Frank Schöpfer, Dirk A. Lorenz:
Linear convergence of the Randomized Sparse Kaczmarz Method. CoRR abs/1610.02889 (2016) - [i10]Christoph Brauer, Dirk A. Lorenz, Andreas M. Tillmann:
A Primal-Dual Homotopy Algorithm for ℓ1-Minimization with ℓ∞-Constraints. CoRR abs/1610.10022 (2016) - [i9]Lars M. Mescheder, Dirk A. Lorenz:
An extended Perona-Malik model based on probabilistic models. CoRR abs/1612.06176 (2016) - 2014
- [i8]Dirk A. Lorenz, Thomas Pock:
An accelerated forward-backward algorithm for monotone inclusions. CoRR abs/1403.3522 (2014) - [i7]Dirk A. Lorenz, Stephan Wenger, Frank Schöpfer, Marcus A. Magnor:
A sparse Kaczmarz solver and a linearized Bregman method for online compressed sensing. CoRR abs/1403.7543 (2014) - [i6]Jan Lellmann, Dirk A. Lorenz, Carola Schönlieb, Tuomo Valkonen:
Imaging with Kantorovich-Rubinstein discrepancy. CoRR abs/1407.0221 (2014) - [i5]Jakob Sauer Jørgensen, Christian Kruschel, Dirk A. Lorenz:
Testable uniqueness conditions for empirical assessment of undersampling levels in total variation-regularized x-ray CT. CoRR abs/1409.0214 (2014) - 2013
- [i4]Dirk A. Lorenz, Frank Schöpfer, Stephan Wenger:
The Linearized Bregman Method via Split Feasibility Problems: Analysis and Generalizations. CoRR abs/1309.2094 (2013) - [i3]Christian Kruschel, Dirk A. Lorenz:
Computing and Analyzing Recoverable Supports for Sparse Reconstruction. CoRR abs/1309.2460 (2013) - 2011
- [i2]Dirk A. Lorenz:
Constructing test instances for Basis Pursuit Denoising. CoRR abs/1103.2897 (2011) - 2010
- [i1]Kanglin Chen, Dirk A. Lorenz:
Image sequence interpolation using optimal control. CoRR abs/1008.0548 (2010)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 22:11 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
