Henrik Ohlsson

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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 J. RatliffAssociate Professor, University of WashingtonVerified email at uw.edu
Allen Y. YangUC BerkeleyVerified email at eecs.berkeley.edu
Stephen BoydProfessor of Electrical Engineering, Computer Science, and Management Science, StanfordVerified email at stanford.edu
Hans KnutssonProfessor of medical informaticsVerified email at liu.se
Fredrik GustafssonProf, Linköping University, SwedenVerified email at liu.se
Anders YnnermanLinköping UniversityVerified email at liu.se
Mehdi MaasoumyPhD, University of California, BerkeleyVerified email at berkeley.edu
Michel VerhaegenProfessor Systems and Control, Delft University of TechnologyVerified email at tudelft.nl
Anders EklundAssociate professor, Linköping UniversityVerified email at liu.se
Thomas SchönProfessor, Uppsala UniversityVerified email at it.uu.se
Sina Khoshfetrat PakazadStaff Data ScientistVerified email at waymo.com
Kurt BarbeProfessor at the Vrije Universiteit BrusselVerified email at vub.ac.be
Dehairs FrankProfessor biogeochemistry, Vrije Universiteit BrusselVerified email at vub.ac.be
Schoukens JohanVrije Universiteit BrusselVerified email at vub.be
Alvaro A. CardenasAssociate Professor of Computer Science and Engineering. University of California, Santa CruzVerified email at ucsc.edu
Joakim RydellSenior scientist, Swedish Defence Research AgencyVerified email at foi.se
Yonina EldarMath and Computer Science, WeizmannVerified email at weizmann.ac.il

Henrik Ohlsson

Chief and VP of Data Science, C3 AI/Visiting Prof., UC Berkeley/Assistant Prof., Linköping

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	401	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	176	2011
Segmentation of ARX-models using sum-of-norms regularization H Ohlsson, L Ljung, S Boyd Automatica 46 (6), 1107-1111, 2010	173	2010
Identification of switched linear regression models using sum-of-norms regularization H Ohlsson, L Ljung Automatica 49 (4), 1045-1050, 2013	128	2013
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 25, 2012	125	2012
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	105	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	85	2016
Just relax and come clustering!: A convexification of k-means clustering F Lindsten, H Ohlsson, L Ljung Linköping University Electronic Press, 2011	85	2011
Four Encounters with System Identification L Ljung, H Hjalmarsson, H Ohlsson European Journal of Control 17 (5-6), 449-471, 2011	72	2011
On conditions for uniqueness in sparse phase retrieval H Ohlsson, YC Eldar 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014	67	2014
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	56	2010
The Hippo signaling pathway in pancreatic cancer D Ansari, H Ohlsson, C Althini, M Bauden, Q Zhou, D Hu, R Andersson Anticancer research 39 (7), 3317-3321, 2019	55	2019
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	51	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	46	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	41	2011
Regression on manifolds with implications for system identification H Ohlsson Linköping University, 2008	39	2008
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	38	2011
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	37	2014
Nonlinear basis pursuit H Ohlsson, AY Yang, R Dong, SS Sastry 2013 asilomar conference on signals, systems and computers, 115-119, 2013	36	2013
Just relax and come clustering F Lindsten, H Ohlsson, L Ljung A convexification of k-means clustering, 2011	35	2011

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