Stochastic Gradient MCMC for State Space Models

SIAM J. Math. Data Sci., pp. 555-587, 2019.

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Abstract:

State space models (SSMs) are a flexible approach to modeling complex time series. However, inference in SSMs is often computationally prohibitive for long time series. Stochastic gradient Markov c...

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