On the Identifiability of Regime-Switching Models with Multi-Lag Dependencies

Carles Balsells-Rodas, Toshiko Matsui, Pedro A. M. Mediano +2

Identifiability is central to the interpretability of deep latent variable models, ensuring parameterisations are uniquely determined by the data-generating distribution. However,…