Geometric Learning of Hidden Markov Models via a Method of Moments Algorithm

Berlin Chen, Cyrus Mostajeran, Salem Said

We present a novel algorithm for learning the parameters of hidden Markov models (HMMs) in a geometric setting where the observations take values in Riemannian manifolds. In partic…