Henrik Ohlsson
Henrik Ohlsson
Chief and VP of Data Science, C3 AI/Visiting Prof., UC Berkeley/Assistant Prof., Linköping
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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
Compressive Phase Retrieval From Squared Output Measurements Via Semidefinite Programming
H Ohlsson, AY Yang, R Dong, SS Sastry
Arxiv preprint arXiv:1111.6323, 2011
Segmentation of ARX-models using sum-of-norms regularization
H Ohlsson, L Ljung, S Boyd
Automatica 46 (6), 1107-1111, 2010
Identification of switched linear regression models using sum-of-norms regularization
H Ohlsson, L Ljung
Automatica 49 (4), 1045-1050, 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
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
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
Just relax and come clustering!: A convexification of k-means clustering
F Lindsten, H Ohlsson, L Ljung
Linköping University Electronic Press, 2011
Four Encounters with System Identification
L Ljung, H Hjalmarsson, H Ohlsson
European Journal of Control 17 (5-6), 449-471, 2011
On conditions for uniqueness in sparse phase retrieval
H Ohlsson, YC Eldar
2014 IEEE International Conference on Acoustics, Speech and Signal …, 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
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
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
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
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
Regression on manifolds with implications for system identification
H Ohlsson
Linköping University, 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
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
Nonlinear basis pursuit
H Ohlsson, AY Yang, R Dong, SS Sastry
2013 asilomar conference on signals, systems and computers, 115-119, 2013
Just relax and come clustering
F Lindsten, H Ohlsson, L Ljung
A convexification of k-means clustering, 2011
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