End-to-End Identifiable and Consistent Recurrent Switching Dynamical Systems

Carles Balsells-Rodas, Zhengrui Xiang, Xavier Sumba +1

Learning identifiable representations in deep generative models remains a fundamental challenge, particularly for sequential data with regime-switching dynamics. Existing approache…