Efficient Inference for Coupled Hidden Markov Models in Continuous Time and Discrete Space

Giosue Migliorini, Padhraic Smyth

Systems of interacting continuous-time Markov chains are a powerful model class, but inference is typically intractable in high dimensional settings. Auxiliary information, such as…