Variational system identification for nonlinear state-space models

Author:

Courts Jarrad,Wills Adrian G.,Schön Thomas B.,Ninness Brett

Funder

Kjell och Märta Beijers Stiftelse

Stiftelsen för Strategisk Forskning

Vetenskapsrådet

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Control and Systems Engineering

Reference44 articles.

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2. Variational algorithms for approximate bayesian inference;Beal,2003

3. The variational Bayesian EM algorithm for incomplete data: with application to scoring graphical model structures;Beal;Bayesian Statistics,2003

4. Variational inference: A review for statisticians;Blei;Journal of the AMerican STatistical ASsociation,2017

5. Knitro: An integrated package for nonlinear optimization;Byrd,2006

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Residual Analysis-Based Model Improvement for State Space Models With Nonlinear Responses;IEEE Transactions on Emerging Topics in Computational Intelligence;2024-04

2. Minimax Two-Stage Gradient Boosting for Parameter Estimation;2023 62nd IEEE Conference on Decision and Control (CDC);2023-12-13

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