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Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems
Switching dynamical systems are an expressive model class for the analysis of time-series data.
Variational Inference for Continuous-Time Switching Dynamical Systems
Since many areas, such as biology or discrete-event systems, are naturally described in continuous time, we present a model based on an Markov jump process modulating a subordinated diffusion process.
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