Statistical and Computational Guarantees for the Baum-Welch Algorithm

Fanny Yang, Sivaraman Balakrishnan, Martin J. Wainwright

The Hidden Markov Model (HMM) is one of the mainstays of statistical modeling of discrete time series, with applications including speech recognition, computational biology, comput…