Henrik Ohlsson

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	All	Since 2015
Citations	2072	1321
h-index	25	19
i10-index	43	29

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200420052006200720082009201020112012201320142015201620172018201920206 8 5 2 6 16 54 97 108 183 231 242 200 217 247 201 214

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Lennart LjungProfessor of Automatic Control, Linköping University, SwedenVerified email at isy.liu.se
Shankar SastryUniversity of CaliforniaVerified email at berkeley.edu
Roy DongResearch Assistant Professor at UIUCVerified email at illinois.edu
Lillian RatliffAsst Prof, UW SeattleVerified email at uw.edu
Allen Y. YangUC BerkeleyVerified email at eecs.berkeley.edu
Hans KnutssonProfessor of medical informaticsVerified email at liu.se
Stephen BoydProfessor of Electrical Engineering, Computer Science, and Management Science, StanfordVerified email at stanford.edu
Fredrik GustafssonProf, Linköping University, SwedenVerified email at liu.se
Anders YnnermanLinköping UniversityVerified email at liu.se
Anders EklundAssociate professor, Linköping UniversityVerified email at liu.se
Fredrik LindstenAssociate Professor, Linköping UniversityVerified email at liu.se
Mehdi MaasoumyPhD, University of California, BerkeleyVerified email at berkeley.edu
Maite BauwensBelgian Institute for Space AeronomyVerified email at aeronomie.be
Thomas SchönProfessor, Uppsala UniversityVerified email at it.uu.se
Michel VerhaegenProfessor Systems and Control, Delft University of TechnologyVerified email at tudelft.nl
Sina Khoshfetrat PakazadLead Data ScientistVerified email at c3.ai
Schoukens JohanVrije Universiteit BrusselVerified email at vub.ac.be
Dehairs FrankProfessor biogeochemistry, Vrije Universiteit BrusselVerified email at vub.ac.be
Joakim RydellSenior scientist, Swedish Defence Research AgencyVerified email at foi.se
Kurt BarbeProfessor at the Vrije Universiteit BrusselVerified email at vub.ac.be

Henrik Ohlsson

VP of Data Science, C3.ai/Visiting Prof., UC Berkeley/Assistant Prof., Linköping University

Verified email at isy.liu.se - Homepage

Machine Learning System Identification Signal Processing Automatic Control Compressive Sensing


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On the estimation of transfer functions, regularizations and Gaussian processes–Revisited T Chen, H Ohlsson, L Ljung Automatica 48 (12), 1525–1535, 2012	283	2012
Compressive Phase Retrieval From Squared Output Measurements Via Semidefinite Programming H Ohlsson, AY Yang, R Dong, SS Sastry Arxiv preprint arXiv:1111.6323, 2011	157	2011
Segmentation of ARX-models using sum-of-norms regularization H Ohlsson, L Ljung, S Boyd Automatica 46 (6), 1107-1111, 2010	152	2010
CPRL--An Extension of Compressive Sensing to the Phase Retrieval Problem H Ohlsson, A Yang, R Dong, S Sastry Advances in Neural Information Processing Systems, 1367-1375, 2012	102	2012
Identification of switched linear regression models using sum-of-norms regularization H Ohlsson, L Ljung Automatica 49 (4), 1045-1050, 2013	101	2013
Clustering using sum-of-norms regularization: With application to particle filter output computation F Lindsten, H Ohlsson, L Ljung 2011 IEEE Statistical Signal Processing Workshop (SSP), 201-204, 2011	64	2011
Four Encounters with System Identification L Ljung, H Hjalmarsson, H Ohlsson European Journal of Control 17 (5-6), 449-471, 2011	59	2011
On conditions for uniqueness in sparse phase retrieval H Ohlsson, YC Eldar 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014	58	2014
Just relax and come clustering!: A convexification of k-means clustering F Lindsten, H Ohlsson, L Ljung Linköping University Electronic Press, 2011	58	2011
A multiple quantile regression approach to the wind, solar, and price tracks of GEFCom2014 R Juban, H Ohlsson, M Maasoumy, L Poirier, JZ Kolter International Journal of Forecasting 32 (3), 1094-1102, 2016	57	2016
Decentralized particle filter with arbitrary state decomposition T Chen, TB Schon, H Ohlsson, L Ljung IEEE Transactions on Signal Processing 59 (2), 465-478, 2010	49	2010
Geo-referencing for UAV navigation using environmental classification F Lindsten, J Callmer, H Ohlsson, D Törnqvist, TB Schön, F Gustafsson 2010 IEEE International Conference on Robotics and Automation, 1420-1425, 2010	42	2010
Smoothed state estimates under abrupt changes using sum-of-norms regularization H Ohlsson, F Gustafsson, L Ljung, S Boyd Automatica 48 (4), 595–605, 2013	38	2013
Regression on manifolds with implications for system identification H Ohlsson Linköping University, 2008	35	2008
Fundamental limits of nonintrusive load monitoring R Dong, L Ratliff, H Ohlsson, SS Sastry Proceedings of the 3rd international conference on High confidence networked …, 2014	34	2014
Quadratic Basis Pursuit H Ohlsson, AY Yang, R Dong, M Verhaegen, SS Sastry arXiv preprint arXiv:1301.7002, 2013	33	2013
Kernel selection in linear system identification part II: A classical perspective T Chen, H Ohlsson, GC Goodwin, L Ljung Decision and Control and European Control Conference (CDC-ECC), 2011 50th …, 2011	33	2011
Phase based volume registration using CUDA A Eklund, M Andersson, H Knutsson 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010	33	2010
A general perspective on Gaussian filtering and smoothing: Explaining current and deriving new algorithms MP Deisenroth, H Ohlsson American Control Conference (ACC), 2011, 1807-1812, 2011	31	2011
A dynamical systems approach to energy disaggregation R Dong, L Ratliff, H Ohlsson, SS Sastry 52nd IEEE Conference on Decision and Control, 6335-6340, 2013	30	2013

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