DenseHMM: Learning Hidden Markov Models by Learning Dense Representations

Joachim Sicking, Maximilian Pintz, Maram Akila +1

We propose DenseHMM - a modification of Hidden Markov Models (HMMs) that allows to learn dense representations of both the hidden states and the observables. Compared to the standa…