Henrik Ohlsson

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i10-index	49	31

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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. RatliffAssistant 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
Michel VerhaegenProfessor Systems and Control, Delft University of TechnologyVerified email at tudelft.nl
Mehdi MaasoumyPhD, University of California, BerkeleyVerified email at berkeley.edu
Anders EklundAssociate professor, Linköping UniversityVerified email at liu.se
Thomas SchönProfessor, Uppsala UniversityVerified email at it.uu.se
Kurt BarbeProfessor at the Vrije Universiteit BrusselVerified email at vub.ac.be
Dehairs FrankProfessor biogeochemistry, Vrije Universiteit BrusselVerified email at vub.ac.be
Sina Khoshfetrat PakazadStaff Data ScientistVerified email at waymo.com
Schoukens JohanVrije Universiteit BrusselVerified email at vub.be
Joakim RydellSenior scientist, Swedish Defence Research AgencyVerified email at foi.se
Alvaro A. CardenasAssociate Professor of Computer Science and Engineering. University of California, Santa CruzVerified email at ucsc.edu
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	373	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	173	2011
Segmentation of ARX-models using sum-of-norms regularization H Ohlsson, L Ljung, S Boyd Automatica 46 (6), 1107-1111, 2010	169	2010
Identification of switched linear regression models using sum-of-norms regularization H Ohlsson, L Ljung Automatica 49 (4), 1045-1050, 2013	121	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	115	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	89	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	83	2016
Just relax and come clustering!: A convexification of k-means clustering F Lindsten, H Ohlsson, L Ljung Linköping University Electronic Press, 2011	74	2011
Four Encounters with System Identification L Ljung, H Hjalmarsson, H Ohlsson European Journal of Control 17 (5-6), 449-471, 2011	69	2011
On conditions for uniqueness in sparse phase retrieval H Ohlsson, YC Eldar 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014	65	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	54	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	49	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	45	2019
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	43	2013
Regression on manifolds with implications for system identification H Ohlsson Linköping University, 2008	39	2008
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	38	2011
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
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	34	2013
Nonlinear basis pursuit H Ohlsson, AY Yang, R Dong, SS Sastry 2013 asilomar conference on signals, systems and computers, 115-119, 2013	34	2013

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