Differentiable Filtering for Learning Hidden Markov Models

Reginald Zhiyan Chen, Heng-Sheng Chang, Prashant G. Mehta

Hidden Markov Models (HMMs) are fundamental for modeling sequential data, yet learning their parameters from observations remains challenging. Classical methods like the Baum-Welch…