Phase transition for parameter learning of Hidden Markov Models

Nikita Rau, Jörg Lücke, Alexander K. Hartmann

We study a phase transition in parameter learning of Hidden Markov Models (HMMs). We do this by generating sequences of observed symbols from given discrete HMMs with uniformly dis…