On the estimation of transfer functions, regularizations and Gaussian processes–Revisited T Chen, H Ohlsson, L Ljung Automatica 48 (12), 1525–1535, 2012 | 482 | 2012 |
Segmentation of ARX-models using sum-of-norms regularization H Ohlsson, L Ljung, S Boyd Automatica 46 (6), 1107-1111, 2010 | 188 | 2010 |
Compressive Phase Retrieval From Squared Output Measurements Via Semidefinite Programming H Ohlsson, AY Yang, R Dong, SS Sastry Arxiv preprint arXiv:1111.6323, 2011 | 184 | 2011 |
Identification of switched linear regression models using sum-of-norms regularization H Ohlsson, L Ljung Automatica 49 (4), 1045-1050, 2013 | 139 | 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 | 138 | 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 | 128 | 2011 |
Just relax and come clustering!: A convexification of k-means clustering F Lindsten, H Ohlsson, L Ljung Linköping University Electronic Press, 2011 | 118 | 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 | 95 | 2016 |
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 | 90 | 2019 |
Four Encounters with System Identification L Ljung, H Hjalmarsson, H Ohlsson European Journal of Control 17 (5-6), 449-471, 2011 | 80 | 2011 |
On conditions for uniqueness in sparse phase retrieval H Ohlsson, YC Eldar 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 76 | 2014 |
Early-onset pancreatic cancer: a population-based study using the SEER registry D Ansari, C Althini, H Ohlsson, R Andersson Langenbeck's archives of surgery 404, 565-571, 2019 | 66 | 2019 |
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 | 57 | 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 | 56 | 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 | 55 | 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 | 46 | 2011 |
Energy disaggregation via adaptive filtering R Dong, LJ Ratliff, H Ohlsson, SS Sastry 2013 51st Annual Allerton Conference on Communication, Control, and …, 2013 | 43 | 2013 |
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 | 43 | 2011 |
Regression on manifolds with implications for system identification H Ohlsson Linköping University, 2008 | 40 | 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 | 39 | 2014 |