Chen, Lennart Ljung Tianshi: search on Z-Library

The world's largest scientific articles store. 70,000,000+ articles for free.

Don't use scam websites

1

On the estimation of transfer functions, regularizations and Gaussian processes—Revisited

Tianshi Chen, Henrik Ohlsson, Lennart Ljung

Journal:

Year:

2012

Language:

english

File:

PDF, 434 KB

english, 2012

2

Kernel methods in system identification, machine learning and function estimation: A survey

Pillonetto, Gianluigi, Dinuzzo, Francesco, Chen, Tianshi, De Nicolao, Giuseppe, Ljung, Lennart

Journal:

Year:

2014

Language:

english

File:

PDF, 4.82 MB

english, 2014

3

Regularized linear system identification using atomic, nuclear and kernel-based norms: The role of the stability constraint

Pillonetto, Gianluigi, Chen, Tianshi, Chiuso, Alessandro, De Nicolao, Giuseppe, Ljung, Lennart

Journal:

Year:

2016

Language:

english

File:

PDF, 879 KB

english, 2016

4

Implementation of algorithms for tuning parameters in regularized least squares problems in system identification

Chen, Tianshi, Ljung, Lennart

Journal:

Year:

2013

Language:

english

File:

PDF, 522 KB

english, 2013

5

Scalable anomaly detection in large homogeneous populations

Ohlsson, Henrik, Chen, Tianshi, Pakazad, Sina Khoshfetrat, Ljung, Lennart, Shankar Sastry, S.

Journal:

Year:

2014

Language:

english

File:

PDF, 665 KB

english, 2014

6

System Identification Via Sparse Multiple Kernel-Based Regularization Using Sequential Convex Optimization Techniques

Chen, Tianshi, Andersen, Martin S., Ljung, Lennart, Chiuso, Alessandro, Pillonetto, Gianluigi

Journal:

IEEE Transactions on Automatic Control

Year:

2014

Language:

english

File:

PDF, 701 KB

english, 2014

7

[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 - Rank-1 kernels for regularized system identification

Tianshi Chen,, Chiuso, Alessandro, Pillonetto, Gianluigi, Ljung, Lennart

Year:

2013

Language:

english

File:

PDF, 743 KB

english, 2013

8

On kernel structures for regularized system identification (I): a machine learning perspective**This work has been supported by a research grant for junior researchers No. 621-2014-5894 and the Linnaeus Center CADICS, both funded by the Swedish Research Council, and the ERC advanced grant LEARN, No. 267381, funded by the European Research Council.http://www.hamecmopsys.ens2m.fr.

Chen, Tianshi, Ljung, Lennart

Journal:

IFAC-PapersOnLine

Year:

2015

Language:

english

File:

PDF, 445 KB

english, 2015

9

On kernel structures for regularized system identification (II): a system theory perspective**This work has been supported by a research grant for junior researchers No. 621-2014-5894 and the Linnaeus Center CADICS, both funded by the Swedish Research Council, and the ERC advanced grant LEARN, No. 267381, funded by the European Research Council.http://www.hamecmopsys.ens2m.fr.

Chen, Tianshi, Ljung, Lennart

Journal:

IFAC-PapersOnLine

Year:

2015

Language:

english

File:

PDF, 455 KB

english, 2015

10

Regularized linear system identification using atomic, nuclear and kernel-based norms: The role of the stability constraint

Pillonetto, Gianluigi, Chen, Tianshi, Chiuso, Alessandro, De Nicolao, Giuseppe, Ljung, Lennart

Journal:

Year:

2016

File:

PDF, 879 KB

2016

11

Maximum entropy properties of discrete-time first-order stable spline kernel

Chen, Tianshi, Ardeshiri, Tohid, Carli, Francesca P., Chiuso, Alessandro, Ljung, Lennart, Pillonetto, Gianluigi

Journal:

Year:

2016

Language:

english

File:

PDF, 359 KB

english, 2016

12

On asymptotic properties of hyperparameter estimators for kernel-based regularization methods

Mu, Biqiang, Chen, Tianshi, Ljung, Lennart

Journal:

Year:

2018

Language:

english

File:

PDF, 770 KB

english, 2018

13

A Shift in Paradigm for System Identification

Ljung, Lennart, Chen, Tianshi, Mu, Biqiang

Journal:

International Journal of Control

Year:

2019

File:

PDF, 554 KB

2019

14

[IEEE 2012 IEEE 51st Annual Conference on Decision and Control (CDC) - Maui, HI, USA (2012.12.10-2012.12.13)] 2012 IEEE 51st IEEE Conference on Decision and Control (CDC) - Sparse multiple kernels for impulse response estimation with majorization minimization algorithms

Chen, Tianshi, Ljung, Lennart, Andersen, Martin, Chiuso, Alessandro, Carli, Francesca, Pillonetto, Gianluigi

Year:

2012

Language:

english

File:

PDF, 238 KB

english, 2012

15

[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 - Kernel-based model order selection for identification and prediction of linear dynamic systems

Pillonetto, Gianluigi, Tianshi Chen,, Ljung, Lennart

Year:

2013

Language:

english

File:

PDF, 226 KB

english, 2013

16

[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 - Kernel selection in linear system identification part II: A classical perspective

Chen, Tianshi, Ohlsson, Henrik, Goodwin, Graham C., Ljung, Lennart

Year:

2011

Language:

english

File:

PDF, 189 KB

english, 2011

17

[IEEE 2013 10th IEEE International Conference on Control and Automation (ICCA) - Hangzhou, China (2013.06.12-2013.06.14)] 2013 10th IEEE International Conference on Control and Automation (ICCA) - Convexity issues in system identification

Ljung, Lennart, Chen, Tianshi

Year:

2013

Language:

english

File:

PDF, 239 KB

english, 2013

18

[IEEE 2010 49th IEEE Conference on Decision and Control (CDC) - Atlanta, GA, USA (2010.12.15-2010.12.17)] 49th IEEE Conference on Decision and Control (CDC) - Decentralization of particle filters using arbitrary state decomposition

Chen, Tianshi, Schon, Thomas B., Ohlsson, Henrik, Ljung, Lennart

Year:

2010

Language:

english

File:

PDF, 540 KB

english, 2010

19

[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) - Spectral analysis of the DC kernel for regularized system identification

Chen, Tianshi, Pillonetto, Gianluigi, Chiuso, Alessandro, Ljung, Lennart

Year:

2015

Language:

english

File:

PDF, 347 KB

english, 2015

20

[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 - Anomaly detection in homogenous populations: A sparse multiple kernel-based regularization method

Chen, Tianshi, Andersen, Martin S., Chiuso, Alessandro, Pillonetto, Gianluigi, Ljung, Lennart

Year:

2014

Language:

english

File:

PDF, 196 KB

english, 2014

21

Model Error Modeling and Stochastic Embedding

Ljung, Lennart, Goodwin, Graham C., Agüero, Juan C., Chen, Tianshi

Journal:

IFAC-PapersOnLine

Year:

2015

Language:

english

File:

PDF, 432 KB

english, 2015

22

Regularization Features in the System Identification Toolbox

Ljung, Lennart, Singh, Rajiv, Chen, Tianshi

Journal:

IFAC-PapersOnLine

Year:

2015

Language:

english

File:

PDF, 534 KB

english, 2015

23

On the Estimation of Transfer Functions, Regularizations and Gaussian Processes – Revisited

Chen, Tianshi, Ohlsson, Henrik, Ljung, Lennart

Journal:

IFAC Proceedings Volumes

Year:

2011

Language:

english

File:

PDF, 208 KB

english, 2011

24

Impulse response estimation with binary measurements: a regularized FIR model approach

Chen, Tianshi, Zhao, Yanlong, Ljung, Lennart

Journal:

IFAC Proceedings Volumes

Year:

2012

Language:

english

File:

PDF, 259 KB

english, 2012

25

Kernel-based model order selection for linear system identification

Pillonetto, Gianluigi, Chen, Tianshi, Ljung, Lennart

Journal:

IFAC Proceedings Volumes

Year:

2013

Language:

english

File:

PDF, 354 KB

english, 2013

26

What can regularization offer for estimation of dynamical systems?

Chen, Lennart Ljung Tianshi

Journal:

IFAC Proceedings Volumes

Year:

2013

Language:

english

File:

PDF, 481 KB

english, 2013

27

Maximum Entropy Kernels for System Identification

Carli, Francesca, Chen, Tianshi, Ljung, Lennart

Journal:

IEEE Transactions on Automatic Control

Year:

2016

Language:

english

File:

PDF, 321 KB

english, 2016

28

[IEEE 2015 European Control Conference (ECC) - Linz, Austria (2015.7.15-2015.7.17)] 2015 European Control Conference (ECC) - Regularized system identification using orthonormal basis functions

Chen, Tianshi, Ljung, Lennart

Year:

2015

Language:

english

File:

PDF, 133 KB

english, 2015

29

[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) - Continuous-time DC kernel — A stable generalized first order spline kernel

Chen, Tianshi, Pillonetto, Gianluigi, Chiuso, Alessandro, Ljung, Lennart

Year:

2016

Language:

english

File:

PDF, 197 KB

english, 2016

30

Distributed Change Detection*

Ohlsson, Henrik, Chen, Tianshi, Pakazad, Sina Khoshfetrat, Ljung, Lennart, Sastry, S. Shankar

Journal:

IFAC Proceedings Volumes

Year:

2012

Language:

english

File:

PDF, 360 KB

english, 2012

31

Tuning of Hyperparameters for FIR models – an Asymptotic Theory

Mu, Biqiang, Chen, Tianshi, Ljung, Lennart

Journal:

IFAC-PapersOnLine

Year:

2017

Language:

english

File:

PDF, 447 KB

english, 2017

32

[IEEE 2017 IEEE 56th Annual Conference on Decision and Control (CDC) - Melbourne, Australia (2017.12.12-2017.12.15)] 2017 IEEE 56th Annual Conference on Decision and Control (CDC) - On the input design for kernel-based regularized LTI system identification: Power-constrained inputs

Mu, Biqiang, Chen, Tianshi, Ljung, Lennart

Year:

2017

Language:

english

File:

PDF, 157 KB

english, 2017

33

[IEEE 2018 IEEE Conference on Decision and Control (CDC) - FL, USA (2018.12.17-2018.12.19)] 2018 IEEE Conference on Decision and Control (CDC) - Asymptotic Properties of Hyperparameter Estimators by Using Cross-Validations for Regularized System Identification

Mu, Biqiang, Chen, Tianshi, Ljung, Lennart

Year:

2018

File:

PDF, 8 KB

2018

34

Regularized LTI System Identification with Multiple Regularization Matrix

Chen, Tianshi, Andersen, Martin S., Mu, Biqiang, Yin, Feng, Ljung, Lennart, Qin, S. Joe

Journal:

IFAC-PapersOnLine

Year:

2018

Language:

english

File:

PDF, 426 KB

english, 2018

35

Asymptotic Properties of Generalized Cross Validation Estimators for Regularized System Identification

Mu, Biqiang, Chen, Tianshi, Ljung, Lennart

Journal:

IFAC-PapersOnLine

Year:

2018

Language:

english

File:

PDF, 419 KB

english, 2018