Martin S. Andersen

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 21

Top Topics

Computed Tomography

Tomographic Image Reconstruction

Predictive Control

Top Venues

Environ. Model. Softw.

IEEE Trans. Autom. Control.

Publications

Eric Chen, Martin S. Andersen, Rohitash Chandra
Deep learning framework with Bayesian data imputation for modelling and forecasting groundwater levels. Environ. Model. Softw. 178 (2024)
Zhuohua Shen, Yu Xu, Martin S. Andersen, Tianshi Chen
An Efficient Implementation for Kernel-Based Regularized System Identification with Periodic Input Signals. CDC (2023)
Andreas Bock, Martin S. Andersen
Preconditioner Design via the Bregman Divergence. CoRR (2023)
Martin S. Andersen, Sara Klingenberg, Gustav Bøg Petersen, Peter A. Creed, Guido Makransky
Fostering science interests through head-mounted displays. J. Comput. Assist. Learn. 39 (2) (2023)
Lujing Chen, Tianshi Chen, Utkarsh Detha, Martin S. Andersen
Towards Scalable Kernel-Based Regularized System Identification. CDC (2023)
Andreas A. Bock, Martin S. Andersen
A New Matrix Truncation Method for Improving Approximate Factorisation Preconditioners. CoRR (2023)
Martin S. Andersen, Peter Søgaard, Samuel E. Schmidt, Johannes J. Struijk
Shear Wave Imaging Framework for Quantification of Myocardial Tissue Properties. CinC (2022)
Frederik H. Pedersen, Jakob Sauer Jørgensen, Martin S. Andersen
A Bayesian Approach to CT Reconstruction with Uncertain Geometry. CoRR (2022)
Katrine O. Bangsgaard, Genoveva Burca, Evelina Ametova, Martin S. Andersen, Jakob Sauer Jørgensen
Low-rank flat-field correction for artifact reduction in spectral computed tomography. CoRR (2022)
Martin S. Andersen, Guido Makransky
The validation and further development of a multidimensional cognitive load scale for virtual environments. J. Comput. Assist. Learn. 37 (1) (2021)
Alessandro Perelli, Martin S. Andersen
Regularization by Denoising Sub-sampled Newton Method for Spectral CT Multi-Material Decomposition. CoRR (2021)
Tianshi Chen, Martin S. Andersen
On semiseparable kernels and efficient implementation for regularized system identification and function estimation. Autom. 132 (2021)
Martin S. Andersen, Tianshi Chen
Smoothing Splines and Rank Structured Matrices: Revisiting the Spline Kernel. SIAM J. Matrix Anal. Appl. 41 (2) (2020)
Hari Om Aggrawal, Martin S. Andersen, Jan Modersitzki
An Image Registration Framework for Discontinuous Mappings Along Cracks. WBIR (2020)
Yunyi Hu, Martin S. Andersen, James G. Nagy
Spectral Computed Tomography with Linearization and Preconditioning. SIAM J. Sci. Comput. 41 (5) (2019)
Sina Khoshfetrat Pakazad, Anders Hansson, Martin S. Andersen, Anders Rantzer
Distributed Semidefinite Programming With Application to Large-Scale System Analysis. IEEE Trans. Autom. Control. 63 (4) (2018)
Hari Om Aggrawal, Martin S. Andersen, Sean D. Rose, Emil Y. Sidky
A Convex Reconstruction Model for X-Ray Tomographic Imaging With Uncertain Flat-Fields. IEEE Trans. Computational Imaging 4 (1) (2018)
Jinchao Li, Martin S. Andersen, Lieven Vandenberghe
Inexact proximal Newton methods for self-concordant functions. Math. Methods Oper. Res. 85 (1) (2017)
Sara Soltani, Martin S. Andersen, Per Christian Hansen
Tomographic image reconstruction using training images. J. Comput. Appl. Math. 313 (2017)
Sina Khoshfetrat Pakazad, Anders Hansson, Martin S. Andersen, Isak Nielsen
Distributed primal-dual interior-point methods for solving tree-structured coupled convex problems using message-passing. Optim. Methods Softw. 32 (3) (2017)
Martin S. Andersen, Jeremy W. Bray, Albert N. Link
On the failure of scientific research: an analysis of SBIR projects funded by the U.S. National Institutes of Health. Scientometrics 112 (1) (2017)
Sara Soltani, Martin S. Andersen, Per Christian Hansen
Tomographic Image Reconstruction using Dictionary Priors. CoRR (2015)
J. C. Castilla-Rho, Grégoire Mariethoz, Rodrigo Rojas-Mujica, Martin S. Andersen, Bryce F. J. Kelly
An agent-based platform for simulating complex human-aquifer interactions in managed groundwater systems. Environ. Model. Softw. 73 (2015)
Sina Khoshfetrat Pakazad, Martin S. Andersen, Anders Hansson
Distributed solutions for loosely coupled feasibility problems using proximal splitting methods. Optim. Methods Softw. 30 (1) (2015)
Lieven Vandenberghe, Martin S. Andersen
Chordal Graphs and Semidefinite Optimization. Found. Trends Optim. 1 (4) (2015)
J. C. Castilla-Rho, Grégoire Mariethoz, Bryce F. J. Kelly, Martin S. Andersen
Stochastic reconstruction of paleovalley bedrock morphology from sparse datasets. Environ. Model. Softw. 53 (2014)
Martin S. Andersen, Sina Khoshfetrat Pakazad, Anders Hansson, Anders Rantzer
Robust Stability Analysis of Sparsely Interconnected Uncertain Systems. IEEE Trans. Autom. Control. 59 (8) (2014)
Martin S. Andersen, Per Christian Hansen
Generalized row-action methods for tomographic imaging. Numer. Algorithms 67 (1) (2014)
Leo Emil Sokoler, Gianluca Frison, Martin S. Andersen, John Bagterp Jørgensen
Input-constrained model predictive control via the alternating direction method of multipliers. ECC (2014)
Tianshi Chen, Martin S. Andersen, Lennart Ljung, Alessandro Chiuso, Gianluigi Pillonetto
System Identification Via Sparse Multiple Kernel-Based Regularization Using Sequential Convex Optimization Techniques. IEEE Trans. Autom. Control. 59 (11) (2014)
Tianshi Chen, Martin S. Andersen, Alessandro Chiuso, Gianluigi Pillonetto, Lennart Ljung
Anomaly detection in homogenous populations: A sparse multiple kernel-based regularization method. CDC (2014)
Yifan Sun, Martin S. Andersen, Lieven Vandenberghe
Decomposition in Conic Optimization with Partially Separable Structure. SIAM J. Optim. 24 (2) (2014)
Martin S. Andersen, Joachim Dahl, Lieven Vandenberghe
Logarithmic barriers for sparse matrix cones. Optim. Methods Softw. 28 (3) (2013)
Christian Lyzell, Martin S. Andersen, Martin Enqvist
A convex relaxation of a dimension reduction problem using the nuclear norm. CDC (2012)
Tianshi Chen, Lennart Ljung, Martin S. Andersen, Alessandro Chiuso, Francesca Paola Carli, Gianluigi Pillonetto
Sparse multiple kernels for impulse response estimation with majorization minimization algorithms. CDC (2012)
Martin S. Andersen, Anders Hansson, Sina Khoshfetrat Pakazad, Anders Rantzer
Distributed robust stability analysis of interconnected uncertain systems. CDC (2012)
Martin S. Andersen, Joachim Dahl, Lieven Vandenberghe
Logarithmic barriers for sparse matrix cones CoRR (2012)
Martin S. Andersen, Lieven Vandenberghe, Joachim Dahl
Linear matrix inequalities with chordal sparsity patterns and applications to robust quadratic optimization. CACSD (2010)
Martin S. Andersen, Joachim Dahl, Lieven Vandenberghe
Implementation of nonsymmetric interior-point methods for linear optimization over sparse matrix cones. Math. Program. Comput. 2 (3-4) (2010)