BOTTEGAL, GIULIO
BOTTEGAL, GIULIO
A new kernel-based approach to system identification with quantized output data
2017 Bottegal, Giulio; Hjalmarsson, Hã¥kan; Pillonetto, Gianluigi
Bayesian kernel-based system identification with quantized output data
2015 Bottegal, Giulio; Pillonetto, Gianluigi; Hjalmarsson, Håkan
Boosting as a kernel-based method
2019 Aravkin, A. Y.; Bottegal, G.; Pillonetto, G.
Modeling, estimation and identification of stochastic systems with latent variables
2013 Bottegal, Giulio
Multi-room occupancy estimation through adaptive gray-box models
2015 Ebadat, A.; Bottegal, G.; Molinari, M.; Varagnolo, D.; Wahlberg, B.; Hjalmarsson, H.; Johansson, K. H.
On the identifiability of errors-in-variables models with white measurement errors
2011 Bottegal, Giulio; Picci, Giorgio; Pinzoni, Stefano
Outlier robust kernel-based system identification using ℓ1-Laplace techniques
2015 Bottegal, Giulio; Hjalmarsson, Hakan; Aravkin, Alexandr Y.; Pillonetto, Gianluigi
Outlier robust kernel-based system identification using ℓ1-Laplace techniques
2016 Bottegal, Giulio; Hjalmarsson, Hakan; Aravkin, Alexandr Y.; Pillonetto, Gianluigi
Outlier Robust System Identification: A Bayesian Kernel-Based Approach
2014 Bottegal, Giulio; A., Aravkin; H., Hjalmarsson; Pillonetto, Gianluigi
Real-time determination of optimal switching times for a H2 production process with CO2 capture using Gaussian Process Regression models
2019 Zanella, L.; Porru, M.; Bottegal, G.; Gallucci, F.; van Sint Annaland, M.; Ozkan, L.
Regularized Deconvolution-Based Approaches for Estimating Room Occupancies
2015 Ebadat, A.; Bottegal, G.; Varagnolo, D.; Wahlberg, B.; Johansson, K. H.
Regularized spectrum estimation in spaces induced by stable spline kernels
2012 Bottegal, Giulio; Pillonetto, Gianluigi
Regularized spectrum estimation using stable spline kernels
2013 Bottegal, Giulio; Pillonetto, Gianluigi
Robust em kernel-based methods for linear system identification
2016 Bottegal, Giulio; Aravkin, Aleksandr Y.; Hjalmarsson, Håkan; Pillonetto, Gianluigi
The generalized cross validation filter
2018 Bottegal, Giulio; Pillonetto, Gianluigi