Estimate exponential memory decay in Hidden Markov Model and its applications

Felix X. -F. Ye, Yi-an Ma, Hong Qian

Inference in hidden Markov model has been challenging in terms of scalability due to dependencies in the observation data. In this paper, we utilize the inherent memory decay in hi…