Conditionally Identifiable Latent Representation for Multivariate Time Series with Structural Dynamics

Minkey Chang, Jae-Young Kim

We propose the Identifiable Variational Dynamic Factor Model (iVDFM), which learns latent factors from multivariate time series with identifiability guarantees. By applying iVAE-st…