Johan Karlsson

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Axel RinghAssistant Professor, Department of Mathematical Sciences, Chalmers University of TechnologyVerified email at chalmers.se
Isabel HaaslerAssistant professor, Uppsala UniversityVerified email at it.uu.se
Yongxin ChenGeorgia Institute of TechnologyVerified email at gatech.edu
Anders LindquistProfessor, Shanghai Jiao Tong University and KTHVerified email at kth.se
Tryphon T. GeorgiouUniversity of California, IrvineVerified email at uci.edu
Filip ElvanderAssistant Professor, Department of Information and Communications Engineering, Aalto UniversityVerified email at aalto.fi
Andreas JakobssonProfessor, Lund UniversityVerified email at maths.lth.se
Jian LiElectrical, University of Florida, University of Kentucky, Ohio State UniversityVerified email at dsp.ufl.edu
Qinsheng ZhangPhD candidate, Georgia Institute of TechnologyVerified email at gatech.edu
Luzhou XuGoogleVerified email at google.com
George GlentisVerified email at uop.gr
Jonas AdlerSr Staff Research Scientist, Google DeepMindVerified email at google.com
Ozan ÖktemDepartment of Mathematics, KTH - Royal Institute of TechnologyVerified email at oktem.se
Emil RinghResearcher, Ericsson ResearchVerified email at ericsson.com
Per EnqvistLektor, KTHVerified email at math.kth.se
BIN ZHUAssociate Professor, Sun Yat-sen UniversityVerified email at mail.sysu.edu.cn
Zorzi MattiaUniversità degli studi di PadovaVerified email at dei.unipd.it
Ather GattamiAI SWEDENVerified email at bitynamics.com
Ode Ojowu Jr.University of FloridaVerified email at ufl.edu
Martin RynerVironova AB / Royal institute of Technology KTHVerified email at kth.se

Johan Karlsson

Professor, Department of Mathematics, KTH Royal Institute of Technology

Verified email at math.kth.se - Homepage

Optimization Systems theory Optimal transport Inverse problems


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ENF extraction from digital recordings using adaptive techniques and frequency tracking O Ojowu, J Karlsson, J Li, Y Liu IEEE Transactions on Information Forensics and Security 7 (4), 1330-1338, 2012	87	2012
Multi-marginal optimal transport using partial information with applications in robust localization and sensor fusion F Elvander, I Haasler, A Jakobsson, J Karlsson Signal Processing 171, 107474, 2020	76	2020
Fast missing-data IAA with application to notched spectrum SAR J Karlsson, W Rowe, L Xu, GO Glentis, J Li IEEE Transactions on Aerospace and Electronic Systems 50 (2), 959-971, 2014	76	2014
Multimarginal optimal transport with a tree-structured cost and the schrodinger bridge problem I Haasler, A Ringh, Y Chen, J Karlsson SIAM Journal on Control and Optimization 59 (4), 2428-2453, 2021	68*	2021
Metrics for power spectra: an axiomatic approach TT Georgiou, J Karlsson, MS Takyar IEEE Transactions on Signal Processing 57 (3), 859-867, 2009	68	2009
Generalized Sinkhorn iterations for regularizing inverse problems using optimal mass transport J Karlsson, A Ringh SIAM Journal on Imaging Sciences 10 (4), 1935-1962, 2017	63	2017
Multi-marginal optimal transport and probabilistic graphical models I Haasler, R Singh, Q Zhang, J Karlsson, Y Chen IEEE Transactions on Information Theory 67 (7), 4647-4668, 2021	59	2021
State tracking of linear ensembles via optimal mass transport Y Chen, J Karlsson IEEE Control Systems Letters 2 (2), 260-265, 2018	44	2018
Learning to solve inverse problems using Wasserstein loss J Adler, A Ringh, O Öktem, J Karlsson arXiv preprint arXiv:1710.10898, 2017	41	2017
Data-driven nonsmooth optimization S Banert, A Ringh, J Adler, J Karlsson, O Oktem SIAM Journal on Optimization 30 (1), 102-131, 2020	38	2020
Multidimensional rational covariance extension with applications to spectral estimation and image compression A Ringh, J Karlsson, A Lindquist SIAM Journal on Control and Optimization 54 (4), 1950-1982, 2016	35	2016
Time localization and capacity of faster-than-Nyquist signaling A Gattami, E Ringh, J Karlsson 2015 IEEE Global Communications Conference (GLOBECOM), 1-7, 2015	34	2015
Enhanced multistatic active sonar signal processing K Zhao, J Liang, J Karlsson, J Li The Journal of the Acoustical Society of America 134 (1), 300-311, 2013	30	2013
Uncertainty bounds for spectral estimation J Karlsson, TT Georgiou IEEE Transactions on Automatic Control 58 (7), 1649-1673, 2012	30	2012
Minimal Itakura-Saito distance and covariance interpolation P Enqvist, J Karlsson 2008 47th IEEE Conference on Decision and Control, 137-142, 2008	29	2008
The multidimensional moment problem with complexity constraint J Karlsson, A Lindquist, A Ringh Integral equations and operator theory 84 (3), 395-418, 2016	27	2016
The inverse problem of analytic interpolation with degree constraint and weight selection for control synthesis J Karlsson, TT Georgiou, AG Lindquist IEEE Transactions on Automatic Control 55 (2), 405-418, 2010	27	2010
Passivity-preserving model reduction by analytic interpolation G Fanizza, J Karlsson, A Lindquist, R Nagamune Linear Algebra and its Applications 425 (2-3), 608-633, 2007	24	2007
On the complexity of the optimal transport problem with graph-structured cost J Fan, I Haasler, J Karlsson, Y Chen International conference on artificial intelligence and statistics, 9147-9165, 2022	23	2022
Estimating ensemble flows on a hidden Markov chain I Haasler, A Ringh, Y Chen, J Karlsson 2019 IEEE 58th Conference on Decision and Control (CDC), 1331-1338, 2019	22	2019

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