An Infinite Hidden Markov Model With Similarity-Biased Transitions

Colin Reimer Dawson, Chaofan Huang, Clayton T. Morrison

Abstract: We describe a generalization of the Hierarchical Dirichlet Process Hidden Markov Model (HDP-HMM) which is able to encode prior information that state transitions are more likely between “nearby” st...