EM-based hyperparameter optimization for regularized volterra kernel estimation
- Creator: Stoddard, Jeremy G. , Welsh, James S. , Hjalmarsson, Håkan
- Resource Type: journal article
- Date: 2017
On maximum likelihood identification of errors-in-variables models
- Creator: Bottegal, Giulio , Risuleo, Riccardo S. , Zamani, Mohsen , Ninness, Brett , Hjalmarsson, Håkan
- Resource Type: conference paper
- Date: 2017
Accuracy of linear multiple-input multiple-output (MIMO) models obtained by maximum likelihood estimation
- Creator: Agüero, Juan C. , Rojas, Cristian R. , Hjalmarsson, Håkan , Goodwin, Graham C.
- Resource Type: journal article
- Date: 2012
Identification of Box-Jenkins models using structured ARX models and nuclear norm relaxation
- Creator: Hjalmarsson, Håkan , Welsh, James S. , Rojas, Christian R.
- Resource Type: conference paper
- Date: 2012
Robust experiment design for system identification via semi-infinite programming techniques
- Creator: Katselis, Dimitrios , Rojas, Christian R. , Welsh, James S. , Hjalmarsson, Håkan
- Resource Type: conference paper
- Date: 2012
Sparse estimation techniques for basis function selection in wideband system identification
- Creator: Welsh, James S. , Rojas, Cristian R. , Hjalmarsson, Håkan , Wahlberg, Bo
- Resource Type: conference paper
- Date: 2012
The cost of complexity in system identification: the Output Error case
- Creator: Rojas, Cristian R. , Barenthin, Märta , Welsh, James S. , Hjalmarsson, Håkan
- Resource Type: journal article
- Date: 2011
The cost of complexity in system identification: frequency function estimation of finite impulse response systems
- Creator: Rojas, Cristian R. , Syberg, Märta Barenthin , Welsh, James S. , Hjalmarsson, Håkan
- Resource Type: journal article
- Date: 2010