Bayesian inference for LTI systems in canonical state-space forms resolves parameter non-identifiability, yields well-behaved posteriors, and restores Bernstein-von Mises asymptotics.
Title resolution pending
1 Pith paper cite this work, alongside 33 external citations. Polarity classification is still indexing.
1
Pith paper citing it
33
external citations · OpenAlex
citation-role summary
background 1
citation-polarity summary
fields
stat.ML 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Canonical Bayesian Linear System Identification
Bayesian inference for LTI systems in canonical state-space forms resolves parameter non-identifiability, yields well-behaved posteriors, and restores Bernstein-von Mises asymptotics.