Regularized System Identification : Learning Dynamic Models from Data

1. Verfasser: Pillonetto, Gianluigi , [VerfasserIn]
Chen, Tianshi , [VerfasserIn]
Chiuso, Alessandro , [VerfasserIn]
De Nicolao, Giuseppe , [VerfasserIn]
Ljung, Lennart , [VerfasserIn]
Umfang/Format: 1 online resource (377 pages).
Schriftenreihe: Communications and Control Engineering
ISBN: 978-3-030-95860-2
9783030958602
Schlagworte:
Machine learning
Automatic control engineering
Statistical physics
Bayesian inference
Probability & statistics
Cybernetics & systems theory
System Identification
Machine Learning
Linear Dynamical Systems
Nonlinear Dynamical Systems
Kernel-based Regularization
Bayesian Interpretation of Regularization
Gaussian Processes
Reproducing Kernel Hilbert Spaces
Estimation Theory
Support Vector Machines
Regularization Networks
Online-Zugang: DOAB: download the publication
DOAB: description of the publication
ISBN: 978-3-030-95860-2
9783030958602
Zusätzliche Informationen: English

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