Bottegal, Giulio: search on Z-Library

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1

Regularized spectrum estimation using stable spline kernels

Bottegal, Giulio, Pillonetto, Gianluigi

Journal:

Year:

2013

Language:

english

File:

PDF, 685 KB

english, 2013

2

Boosting as a kernel-based method

Aravkin, Aleksandr Y., Bottegal, Giulio, Pillonetto, Gianluigi

Journal:

Machine Learning

Year:

2019

Language:

english

File:

PDF, 799 KB

english, 2019

3

Robust EM kernel-based methods for linear system identification

Bottegal, Giulio, Aravkin, Aleksandr Y., Hjalmarsson, Håkan, Pillonetto, Gianluigi

Journal:

Year:

2016

Language:

english

File:

PDF, 715 KB

english, 2016

4

A new kernel-based approach to system identification with quantized output data

Bottegal, Giulio, Hjalmarsson, Håkan, Pillonetto, Gianluigi

Journal:

Year:

2017

Language:

english

File:

PDF, 841 KB

english, 2017

5

Modeling Complex Systems by Generalized Factor Analysis

Bottegal, Giulio, Picci, Giorgio

Journal:

IEEE Transactions on Automatic Control

Year:

2015

Language:

english

File:

PDF, 324 KB

english, 2015

6

A nonparametric kernel-based approach to Hammerstein system identification

Risuleo, Riccardo Sven, Bottegal, Giulio, Hjalmarsson, Håkan

Journal:

Year:

2017

Language:

english

File:

PDF, 1.11 MB

english, 2017

7

[IEEE 2016 IEEE 55th Conference on Decision and Control (CDC) - Las Vegas, NV, USA (2016.12.12-2016.12.14)] 2016 IEEE 55th Conference on Decision and Control (CDC) - Identification of modules in dynamic networks: An empirical Bayes approach

Everitt, Niklas, Bottegal, Giulio, Rojas, Cristian R., Hjalmarsson, Hakan

Year:

2016

Language:

english

File:

PDF, 282 KB

english, 2016

8

Variance analysis of linear SIMO models with spatially correlated noise

Everitt, Niklas, Bottegal, Giulio, Rojas, Cristian R., Hjalmarsson, Håkan

Journal:

Year:

2017

Language:

english

File:

PDF, 957 KB

english, 2017

9

On the identifiability of errors-in-variables models with white measurement errors

Giulio Bottegal, Giorgio Picci, Stefano Pinzoni

Journal:

Year:

2011

Language:

english

File:

PDF, 756 KB

english, 2011

10

Blind system identification using kernel-based methods**This work was supported by the European Research Council under the advanced grant LEARN, contract 267381 and by the Swedish Research Council under contract 621-2009-4017.

Bottegal, Giulio, Risuleo, Riccardo S., Hjalmarsson, Håkan

Journal:

IFAC-PapersOnLine

Year:

2015

Language:

english

File:

PDF, 490 KB

english, 2015

11

The generalized cross validation filter

Bottegal, Giulio, Pillonetto, Gianluigi

Journal:

Year:

2018

Language:

english

File:

PDF, 791 KB

english, 2018

12

A sequential least squares algorithm for ARMAX dynamic network identification

Weerts, Harm H.M., Galrinho, Miguel, Bottegal, Giulio, Hjalmarsson, Håkan, den Hof, Paul M.J. Van

Journal:

IFAC-PapersOnLine

Year:

2018

Language:

english

File:

PDF, 466 KB

english, 2018

13

[IEEE 2014 IEEE 53rd Annual Conference on Decision and Control (CDC) - Los Angeles, CA, USA (2014.12.15-2014.12.17)] 53rd IEEE Conference on Decision and Control - On the variance of identified SIMO systems with spatially correlated output noise

Bottegal, Giulio, Hjalmarsson, Hakan

Year:

2014

Language:

english

File:

PDF, 289 KB

english, 2014

14

Regularized Deconvolution-Based Approaches for Estimating Room Occupancies

Ebadat, Afrooz, Bottegal, Giulio, Varagnolo, Damiano, Wahlberg, Bo, Johansson, Karl H.

Journal:

IEEE Transactions on Automation Science and Engineering

Year:

2015

Language:

english

File:

PDF, 2.40 MB

english, 2015

15

An empirical Bayes approach to identification of modules in dynamic networks

Everitt, Niklas, Bottegal, Giulio, Hjalmarsson, Håkan

Journal:

Year:

2018

Language:

english

File:

PDF, 678 KB

english, 2018

16

A kernel-based approach to Hammerstein system identification**This work was supported by the European Research Council under the advanced grant LEARN, contract 267381 and by the Swedish Research Council under contract 621-2009-4017

Risuleo, Riccardo S., Bottegal, Giulio, Hjalmarsson, Håkan

Journal:

IFAC-PapersOnLine

Year:

2015

Language:

english

File:

PDF, 494 KB

english, 2015

17

[IEEE 2013 IEEE 52nd Annual Conference on Decision and Control (CDC) - Firenze (2013.12.10-2013.12.13)] 52nd IEEE Conference on Decision and Control - On the properties of linear multirate systems with coprime output rates

Zamani, Mohsen, Bottegal, Giulio, Anderson, Brian D. O.

Year:

2013

Language:

english

File:

PDF, 288 KB

english, 2013

18

[IEEE 2015 54th IEEE Conference on Decision and Control (CDC) - Osaka, Japan (2015.12.15-2015.12.18)] 2015 54th IEEE Conference on Decision and Control (CDC) - On the estimation of initial conditions in kernel-based system identification

Risuleo, Riccardo S., Bottegal, Giulio, Hjalmarsson, Hakan

Year:

2015

File:

PDF, 250 KB

2015

19

On the Effect of Noise Correlation in Parameter Identification of SIMO Systems**This work was partially supported by the Swedish Research Council under contract 621-2009-4017, and by the European Research Council under the advanced grant LEARN, contract 267381.

Everitt, Niklas, Bottegal, Giulio, Rojas, Cristian R., Hjalmarsson, Håkan

Journal:

IFAC-PapersOnLine

Year:

2015

Language:

english

File:

PDF, 556 KB

english, 2015

20

A benchmark for data-based office modeling: challenges related to CO2 dynamics**The research leading to these results has received funding from the European Union Seventh Framework Programme [FP7/2007-2013] under grant agreement nffi257462 HYCON2 Network of excellence, the European Institute of Technology (EIT) Information and Communication Technology (ICT) Labs, the Swedish Energy Agency, the Swedish Governmental Agency for Innovation Systems (VINNOVA), the Knut and Alice Wallenberg Foundation, the European Research Council under the advanced grant LEARN, contract 267381 and from the Swedish Research Council under contract 621-2009-4017.

Risuleo, Riccardo S., Molinari, Marco, Bottegal, Giulio, Hjalmarsson, Håkan, Johansson, Karl H.

Journal:

IFAC-PapersOnLine

Year:

2015

Language:

english

File:

PDF, 654 KB

english, 2015

21

Approximate inference of nonparametric Hammerstein models * *This work was supported by the Swedish Research Council under contracts 2015-05285 and 2016-06079, and by the European Research Council under the advanced grants LEARN, contract 267381, and SYSIDNET, contract 694504

Risuleo, Riccardo S., Bottegal, Giulio, Hjalmarsson, Håkan

Journal:

IFAC-PapersOnLine

Year:

2017

Language:

english

File:

PDF, 404 KB

english, 2017

22

Preserving Privacy of Finite Impulse Response Systems

Bottegal, Giulio, Farokhi, Farhad, Shames, Iman

Journal:

IEEE Control Systems Letters

Year:

2017

Language:

english

File:

PDF, 317 KB

english, 2017

23

[IEEE 2011 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC 2011) - Orlando, FL, USA (2011.12.12-2011.12.15)] IEEE Conference on Decision and Control and European Control Conference - A note on generalized factor analysis models

Bottegal, Giulio, Picci, Giorgio

Year:

2011

Language:

english

File:

PDF, 285 KB

english, 2011

24

[ACM Press the 5th ACM Workshop - Roma, Italy (2013.11.11-2013.11.15)] Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient Buildings - BuildSys'13 - Estimation of building occupancy levels through environmental signals deconvolution

Ebadat, Afrooz, Bottegal, Giulio, Varagnolo, Damiano, Wahlberg, Bo, Johansson, Karl H.

Year:

2013

Language:

english

File:

PDF, 1.37 MB

english, 2013

25

On the Zero-Freeness of Tall Multirate Linear Systems

Zamani, Mohsen, Bottegal, Giulio, Anderson, Brian

Journal:

IEEE Transactions on Automatic Control

Year:

2016

Language:

english

File:

PDF, 276 KB

english, 2016

26

[IEEE 2015 54th IEEE Conference on Decision and Control (CDC) - Osaka, Japan (2015.12.15-2015.12.18)] 2015 54th IEEE Conference on Decision and Control (CDC) - A new kernel-based approach to overparameterized Hammerstein system identification

Risuleo, Riccardo S., Bottegal, Giulio, Hjalmarsson, Hakan

Year:

2015

Language:

english

File:

PDF, 285 KB

english, 2015

27

[IEEE 2016 IEEE 55th Conference on Decision and Control (CDC) - Las Vegas, NV, USA (2016.12.12-2016.12.14)] 2016 IEEE 55th Conference on Decision and Control (CDC) - Kernel-based system identification from noisy and incomplete input-output data

Risuleo, Riccardo S., Bottegal, Giulio, Hjalmarsson, Hakan

Year:

2016

Language:

english

File:

PDF, 298 KB

english, 2016

28

On maximum likelihood identification of errors-in-variables models

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

Journal:

IFAC-PapersOnLine

Year:

2017

Language:

english

File:

PDF, 491 KB

english, 2017

29

On dynamic network modeling of stationary multivariate processes

Bottegal, Giulio, Chiuso, Alessandro, den Hof, Paul M.J. Van

Journal:

IFAC-PapersOnLine

Year:

2018

Language:

english

File:

PDF, 432 KB

english, 2018

30

Outlier robust system identification: a Bayesian kernel-based approach

Bottegal, Giulio, Aravkin, Aleksandr Y., Hjalmarsson, Håkan, Pillonetto, Gianluigi

Journal:

IFAC Proceedings Volumes

Year:

2014

Language:

english

File:

PDF, 378 KB

english, 2014

31

[IEEE 2015 54th IEEE Conference on Decision and Control (CDC) - Osaka, Japan (2015.12.15-2015.12.18)] 2015 54th IEEE Conference on Decision and Control (CDC) - Outlier robust kernel-based system identification using ℓ1-Laplace techniques

Bottegal, Giulio, Hjalmarsson, Hakan, Aravkin, Alexandr Y., Pillonetto, Gianluigi

Year:

2015

Language:

english

File:

PDF, 276 KB

english, 2015

32

Identification of linear models from quantized data: a midpoint-projection approach

Risuleo, Riccardo Sven, Bottegal, Giulio, Hjalmarsson, Hakan

Journal:

IEEE Transactions on Automatic Control

Year:

2019

Language:

english

File:

PDF, 1.98 MB

english, 2019

33

[IEEE 2017 International Joint Conference on Neural Networks (IJCNN) - Anchorage, AK, USA (2017.5.14-2017.5.19)] 2017 International Joint Conference on Neural Networks (IJCNN) - Probabilistic matrix factorization from quantized measurements

Bottegal, Giulio, Suykens, Johan A. K.

Year:

2017

Language:

english

File:

PDF, 599 KB

english, 2017

34

[IEEE 2015 54th IEEE Conference on Decision and Control (CDC) - Osaka, Japan (2015.12.15-2015.12.18)] 2015 54th IEEE Conference on Decision and Control (CDC) - On the variance analysis of identified linear MIMO models

Everitt, Niklas, Bottegal, Giulio, Rojas, Cristian R., Hjalmarsson, Hakan

Year:

2015

Language:

english

File:

PDF, 309 KB

english, 2015

35

Approximate Maximum-likelihood Identification of Linear Systems from Quantized Measurements

Risuleo, Riccardo Sven, Bottegal, Giulio, Hjalmarsson, Håkan

Journal:

IFAC-PapersOnLine

Year:

2018

Language:

english

File:

PDF, 417 KB

english, 2018

36

[IEEE 2015 54th IEEE Conference on Decision and Control (CDC) - Osaka, Japan (2015.12.15-2015.12.18)] 2015 54th IEEE Conference on Decision and Control (CDC) - On the estimation of initial conditions in kernel-based system identification

Risuleo, Riccardo S., Bottegal, Giulio, Hjalmarsson, Hakan

Year:

2015

Language:

english

File:

PDF, 250 KB

english, 2015

37

Bayesian kernel-based system identification with quantized output data

Bottegal, Giulio, Pillonetto, Gianluigi, Hjalmarsson, Håkan

Journal:

IFAC-PapersOnLine

Year:

2015

Language:

english

File:

PDF, 467 KB

english, 2015

38

[IEEE 2019 18th European Control Conference (ECC) - Naples, Italy (2019.6.25-2019.6.28)] 2019 18th European Control Conference (ECC) - Bayesian topology identification of linear dynamic networks

Shi, Shengling, Bottegal, Giulio, Van den Hof, Paul M. J.

Year:

2019

File:

PDF, 352 KB

2019

39

[IEEE 2019 IEEE 58th Conference on Decision and Control (CDC) - Nice, France (2019.12.11-2019.12.13)] 2019 IEEE 58th Conference on Decision and Control (CDC) - Local module identification in dynamic networks with correlated noise: the full input case

Van den Hof, Paul M.J., Ramaswamy, Karthik R., Dankers, Arne G., Bottegal, Giulio

Year:

2019

File:

PDF, 419 KB

2019

40

Analysis and identification of complex stochastic systems admitting a flocking structure

Bottegal, Giulio, Picci, Giorgio

Journal:

IFAC Proceedings Volumes

Year:

2014

Language:

english

File:

PDF, 330 KB

english, 2014

41

Variational Bayes identification of acyclic dynamic networks * *This work was supported by the Swedish Research Council under contracts 2015-05285 and 2016-06079, and by the European Research Council under the advanced grants LEARN, contract 267381, and SYSIDNET, contract 694504

Risuleo, Riccardo S., Bottegal, Giulio, Hjalmarsson, Håkan

Journal:

IFAC-PapersOnLine

Year:

2017

Language:

english

File:

PDF, 457 KB

english, 2017

42

A two-experiment approach to Wiener system identification

Bottegal, Giulio, Castro-Garcia, Ricardo, Suykens, Johan A.K.

Journal:

Year:

2018

Language:

english

File:

PDF, 664 KB

english, 2018

43

[IEEE 2018 IEEE Conference on Decision and Control (CDC) - Miami Beach, FL (2018.12.17-2018.12.19)] 2018 IEEE Conference on Decision and Control (CDC) - Local Module Identification in Dynamic Networks Using Regularized Kernel-Based Methods

Ramaswamy, Karthik R., Bottegal, Giulio, Van den Hof, Paul M.J.

Year:

2018

Language:

english

File:

PDF, 336 KB

english, 2018

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