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EM-based hyperparameter optimization for regularized volterra kernel estimation

- Stoddard, Jeremy G., Welsh, James S., Hjalmarsson, Håkan

On maximum likelihood identification of errors-in-variables models

- Bottegal, Giulio, Risuleo, Riccardo S., Zamani, Mohsen, Ninness, Brett, Hjalmarsson, Håkan

Accuracy of linear multiple-input multiple-output (MIMO) models obtained by maximum likelihood estimation

- Agüero, Juan C., Rojas, Cristian R., Hjalmarsson, Håkan, Goodwin, Graham C.

Identification of Box-Jenkins models using structured ARX models and nuclear norm relaxation

- Hjalmarsson, Håkan, Welsh, James S., Rojas, Christian R.

Robust experiment design for system identification via semi-infinite programming techniques

- Katselis, Dimitrios, Rojas, Christian R., Welsh, James S., Hjalmarsson, Håkan

Sparse estimation techniques for basis function selection in wideband system identification

- Welsh, James S., Rojas, Cristian R., Hjalmarsson, Håkan, Wahlberg, Bo

The cost of complexity in system identification: the Output Error case

- Rojas, Cristian R., Barenthin, Märta, Welsh, James S., Hjalmarsson, Håkan

The cost of complexity in system identification: frequency function estimation of finite impulse response systems

- Rojas, Cristian R., Syberg, Märta Barenthin, Welsh, James S., Hjalmarsson, Håkan

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