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ORCIDGiulio Bottegal
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2020 – today
- 2022
[i20]Karthik Raghavan Ramaswamy, Giulio Bottegal, Paul M. J. Van den Hof:
Learning linear modules in a dynamic network with missing node observations. CoRR abs/2208.10995 (2022)- 2021
- [j17]Karthik Raghavan Ramaswamy, Giulio Bottegal, Paul M. J. Van den Hof
:
Learning linear modules in a dynamic network using regularized kernel-based methods. Autom. 129: 109591 (2021) - 2020
- [j16]Riccardo Sven Risuleo, Giulio Bottegal, Håkan Hjalmarsson:
Identification of Linear Models From Quantized Data: A Midpoint-Projection Approach. IEEE Trans. Autom. Control. 65(7): 2801-2813 (2020) - [i19]Karthik Raghavan Ramaswamy, Giulio Bottegal, Paul M. J. Van den Hof:
Learning linear modules in a dynamic network using regularized kernel-based methods. CoRR abs/2005.06266 (2020)
2010 – 2019
- 2019
- [j15]Riccardo Sven Risuleo, Giulio Bottegal, Håkan Hjalmarsson:
Modeling and identification of uncertain-input systems. Autom. 105: 130-141 (2019) - [j14]Aleksandr Y. Aravkin, Giulio Bottegal, Gianluigi Pillonetto:
Boosting as a kernel-based method. Mach. Learn. 108(11): 1951-1974 (2019) - [c20]Paul M. J. Van den Hof, Karthik Raghavan Ramaswamy, Arne G. Dankers, Giulio Bottegal:
Local module identification in dynamic networks with correlated noise: the full input case. CDC 2019: 5494-5499 - [c19]Shengling Shi, Giulio Bottegal, Paul M. J. Van den Hof:
Bayesian topology identification of linear dynamic networks. ECC 2019: 2814-2819 - [i18]Shengling Shi, Giulio Bottegal, Paul M. J. Van den Hof:
Bayesian topology identification of linear dynamic networks. CoRR abs/1903.06205 (2019) - 2018
- [j13]Giulio Bottegal, Gianluigi Pillonetto:
The generalized cross validation filter. Autom. 90: 130-137 (2018) - [j12]Niklas Everitt, Giulio Bottegal, Håkan Hjalmarsson:
An empirical Bayes approach to identification of modules in dynamic networks. Autom. 91: 144-151 (2018) - [j11]Giulio Bottegal, Ricardo Castro-Garcia, Johan A. K. Suykens:
A two-experiment approach to Wiener system identification. Autom. 93: 282-289 (2018) - [c18]Karthik Raghavan Ramaswamy, Giulio Bottegal, Paul M. J. Van den Hof:
Local Module Identification in Dynamic Networks Using Regularized Kernel-Based Methods. CDC 2018: 4713-4718 - [i17]Paul M. J. Van den Hof, Karthik Raghavan Ramaswamy, Arne G. Dankers, Giulio Bottegal:
Local module identification in dynamic networks with correlated noise: the full input case. CoRR abs/1809.07502 (2018) - 2017
- [j10]Niklas Everitt, Giulio Bottegal, Cristian R. Rojas, Håkan Hjalmarsson:
Variance analysis of linear SIMO models with spatially correlated noise. Autom. 77: 68-81 (2017) - [j9]Giulio Bottegal, Håkan Hjalmarsson, Gianluigi Pillonetto:
A new kernel-based approach to system identification with quantized output data. Autom. 85: 145-152 (2017) - [j8]Riccardo Sven Risuleo, Giulio Bottegal, Håkan Hjalmarsson:
A nonparametric kernel-based approach to Hammerstein system identification. Autom. 85: 234-247 (2017) - [j7]Giulio Bottegal, Farhad Farokhi, Iman Shames:
Preserving Privacy of Finite Impulse Response Systems. IEEE Control. Syst. Lett. 1(1): 128-133 (2017) - [c17]Afrooz Ebadat, Damiano Varagnolo, Giulio Bottegal, Bo Wahlberg, Karl Henrik Johansson:
Application-oriented input design for room occupancy estimation algorithms. CDC 2017: 3417-3424 - [c16]Giulio Bottegal, Ricardo Castro-Garcia, Johan A. K. Suykens:
On the identification of Wiener systems with polynomial nonlinearity. CDC 2017: 6475-6480 - [c15]Giulio Bottegal, Johan A. K. Suykens:
Probabilistic matrix factorization from quantized measurements. IJCNN 2017: 270-277 - [i16]Niklas Everitt, Giulio Bottegal, Håkan Hjalmarsson:
An empirical Bayes approach to identification of modules in dynamic networks. CoRR abs/1705.01337 (2017) - [i15]Giulio Bottegal, Farhad Farokhi, Iman Shames:
Preserving Privacy of Finite Impulse Response Systems. CoRR abs/1706.01587 (2017) - [i14]Giulio Bottegal, Gianluigi Pillonetto:
The Generalized Cross Validation Filter. CoRR abs/1706.02495 (2017) - [i13]Riccardo Sven Risuleo, Giulio Bottegal, Håkan Hjalmarsson:
Modeling and identification of uncertain-input systems. CoRR abs/1709.03421 (2017) - 2016
- [j6]Giulio Bottegal, Aleksandr Y. Aravkin, Håkan Hjalmarsson, Gianluigi Pillonetto:
Robust EM kernel-based methods for linear system identification. Autom. 67: 114-126 (2016) - [j5]Mohsen Zamani, Giulio Bottegal, Brian D. O. Anderson:
On the Zero-Freeness of Tall Multirate Linear Systems. IEEE Trans. Autom. Control. 61(11): 3606-3611 (2016) - [c14]Riccardo Sven Risuleo, Giulio Bottegal, Håkan Hjalmarsson:
Kernel-based system identification from noisy and incomplete input-output data. CDC 2016: 2061-2066 - [c13]Niklas Everitt, Giulio Bottegal, Cristian R. Rojas, Håkan Hjalmarsson:
Identification of modules in dynamic networks: An empirical Bayes approach. CDC 2016: 4612-4617 - [i12]Riccardo Sven Risuleo, Giulio Bottegal, Håkan Hjalmarsson:
Kernel-based system identification from noisy and incomplete input-output data. CoRR abs/1605.03733 (2016) - [i11]Giulio Bottegal, Håkan Hjalmarsson, Gianluigi Pillonetto:
A new kernel-based approach to system identification with quantized output data. CoRR abs/1610.00470 (2016) - 2015
- [j4]Giulio Bottegal, Giorgio Picci:
Modeling Complex Systems by Generalized Factor Analysis. IEEE Trans. Autom. Control. 60(3): 759-774 (2015) - [j3]Afrooz Ebadat, Giulio Bottegal, Damiano Varagnolo, Bo Wahlberg, Karl Henrik Johansson:
Regularized Deconvolution-Based Approaches for Estimating Room Occupancies. IEEE Trans Autom. Sci. Eng. 12(4): 1157-1168 (2015) - [c12]Riccardo Sven Risuleo, Giulio Bottegal, Håkan Hjalmarsson:
A new kernel-based approach to overparameterized Hammerstein system identification. CDC 2015: 115-120 - [c11]Riccardo Sven Risuleo, Giulio Bottegal, Håkan Hjalmarsson:
On the estimation of initial conditions in kernel-based system identification. CDC 2015: 1120-1125 - [c10]Niklas Everitt, Giulio Bottegal, Cristian R. Rojas, Håkan Hjalmarsson:
On the variance analysis of identified linear MIMO models. CDC 2015: 1447-1452 - [c9]Giulio Bottegal, Håkan Hjalmarsson, Aleksandr Y. Aravkin, Gianluigi Pillonetto:
Outlier robust kernel-based system identification using ℓ1-Laplace techniques. CDC 2015: 2109-2114 - [c8]Afrooz Ebadat, Giulio Bottegal, Marco Molinari, Damiano Varagnolo, Bo Wahlberg, Håkan Hjalmarsson, Karl Henrik Johansson:
Multi-room occupancy estimation through adaptive gray-box models. CDC 2015: 3705-3711 - [c7]Afrooz Ebadat, Giulio Bottegal, Damiano Varagnolo, Bo Wahlberg, Håkan Hjalmarsson, Karl Henrik Johansson:
Blind identification strategies for room occupancy estimation. ECC 2015: 1315-1320 - [i10]Niklas Everitt, Giulio Bottegal, Cristian R. Rojas, Håkan Hjalmarsson:
Variance Analysis of Linear SIMO Models with Spatially Correlated Noise. CoRR abs/1501.03077 (2015) - [i9]Riccardo Sven Risuleo, Marco Molinari, Giulio Bottegal, Håkan Hjalmarsson, Karl Henrik Johansson:
A benchmark for data-based office modeling: challenges related to CO$_2$ dynamics. CoRR abs/1504.02843 (2015) - [i8]Giulio Bottegal, Gianluigi Pillonetto, Håkan Hjalmarsson:
Bayesian kernel-based system identification with quantized output data. CoRR abs/1504.06877 (2015) - [i7]Riccardo Sven Risuleo, Giulio Bottegal, Håkan Hjalmarsson:
A new kernel-based approach for overparameterized Hammerstein system identification. CoRR abs/1504.08190 (2015) - [i6]Riccardo Sven Risuleo, Giulio Bottegal, Håkan Hjalmarsson:
On the estimation of initial conditions in kernel-based system identification. CoRR abs/1504.08196 (2015) - 2014
- [c6]Giulio Bottegal, Håkan Hjalmarsson:
On the variance of identified SIMO systems with spatially correlated output noise. CDC 2014: 2636-2641 - [i5]Giulio Bottegal, Aleksandr Y. Aravkin, Håkan Hjalmarsson, Gianluigi Pillonetto:
Robust EM kernel-based methods for linear system identification. CoRR abs/1411.5915 (2014) - [i4]Riccardo Sven Risuleo, Giulio Bottegal, Håkan Hjalmarsson:
A kernel-based approach to Hammerstein system identification. CoRR abs/1412.4055 (2014) - [i3]Giulio Bottegal, Riccardo Sven Risuleo, Håkan Hjalmarsson:
Blind system identification using kernel-based methods. CoRR abs/1412.4056 (2014) - 2013
- [j2]Giulio Bottegal, Gianluigi Pillonetto:
Regularized spectrum estimation using stable spline kernels. Autom. 49(11): 3199-3209 (2013) - [c5]Mohsen Zamani, Giulio Bottegal, Brian D. O. Anderson:
On the properties of linear multirate systems with coprime output rates. CDC 2013: 2734-2739 - [c4]Giulio Bottegal, Giorgio Picci:
Modeling random flocks through Generalized Factor Analysis. ECC 2013: 2421-2426 - [c3]Afrooz Ebadat, Giulio Bottegal, Damiano Varagnolo, Bo Wahlberg, Karl Henrik Johansson:
Estimation of building occupancy levels through environmental signals deconvolution. BuildSys@SenSys 2013: 8:1-8:8 - [i2]Giulio Bottegal, Giorgio Picci:
Flocking and Generalized Factor Analysis. CoRR abs/1301.2498 (2013) - [i1]Mohsen Zamani, Giulio Bottegal, Brian D. O. Anderson:
On the Zero-freeness of Tall Multirate Linear Systems. CoRR abs/1308.4764 (2013) - 2012
- [c2]Giulio Bottegal, Gianluigi Pillonetto:
Regularized spectrum estimation in spaces induced by stable spline kernels. ACC 2012: 2695-2700 - 2011
- [j1]Giulio Bottegal, Giorgio Picci, Stefano Pinzoni:
On the identifiability of errors-in-variables models with white measurement errors. Autom. 47(3): 545-551 (2011) - [c1]Giulio Bottegal, Giorgio Picci:
A note on generalized factor analysis models. CDC/ECC 2011: 1485-1490
Coauthor Index
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