Research output per year
Research output per year
Personal profile
Other information
Language Skills:English
German
Education/Academic qualification
Ph.D., University of California, Los Angeles
2006 → 2011
M.Sc., Aalborg Universitet
2001 → 2006
External positions
Postdoc, Linköping University, Sweden
2011 → 2012
Keywords
- User defined:
- Optimization
- Signal processing
- Machine Learning
- Numerical methods and algorithms
- Mathematical programming; stochastic programming
- Numerical Optimization
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Matrix nearness problems with off-block-diagonal rank constraints
Chen, L., Pedersen, F. H. & Andersen, M. S., 2025, (Accepted/In press) In: Linear Algebra and Its Applications. 37 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile -
Sampling strategies in Bayesian inversion: A study of RTO and Langevin methods
Laumont, R., Dong, Y. & Andersen, M. S., 2025, (Accepted/In press) In: Inverse Problems and Imaging. 21 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile -
A Fast Direct Solver for Higher Order Discretizations of Integral Equations
Gæde, M. H., Andersen, M. S., Limkilde, A., Borries, O. & Hesthaven, J. S., 2024, Proceedings of the 2024 IEEE International Symposium on Antennas and Propagation and INC/USNC‐URSI Radio Science Meeting (AP-S/INC-USNC-URSI). IEEE, p. 497-498Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Direct System Identification of Dynamical Networks with Partial Measurements: A Maximum Likelihood Approach
Da Mata, J. V. G., Hansson, A. & Andersen, M. S., 2024, Proceedings of the 2024 European Control Conference (ECC). IEEE, p. 3116-3123Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile -
Preconditioner Design via Bregman Divergences
Bock, A. A. & Andersen, M. S., 2024, In: SIAM Journal on Matrix Analysis and Applications. 45, 2, p. 1148-1182Research output: Contribution to journal › Journal article › Research › peer-review
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Physics-Informed and Data-Driven Structural Health Assessment of Offshore Infrastructures
Katsanos, E. (PI), Andersen, M. S. (PI), Caglio, L. (Project Participant) & Schmitt, M. P. (Project Applicant)
01/01/2025 → 30/06/2027
Project: Research
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Algorithms for non-symmetric conic optimization
Detha, U. (PhD Student), Andersen, M. S. (Main Supervisor), Adamaszek, M. (Supervisor) & Andersen, E. D. (Supervisor)
01/10/2023 → 30/09/2026
Project: PhD
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Optimization methods for data-sparse models
Galvão da Mata, J. V. (PhD Student), Andersen, M. S. (Main Supervisor) & Bock, A. A. (Supervisor)
01/12/2022 → 30/11/2025
Project: PhD
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Fast Direct Solvers for Integral Equations in High-Frequency Electromagnetics
Gæde, M. H. (PhD Student), Andersen, M. S. (Main Supervisor), Hesthaven, J. S. (Supervisor), Limkilde, A. (Supervisor), Borries, O. (Supervisor), Brick, Y. (Examiner) & Gustafsson, M. (Examiner)
01/02/2022 → 31/01/2025
Project: PhD
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Approximation methods for optimization with rank structure
Chen, L. (PhD Student), Andersen, M. S. (Main Supervisor), Chen, T. (Supervisor) & Chow, E. (Examiner)
01/11/2021 → 11/03/2025
Project: PhD