Brian J. Patton
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View article: Sequential Monte Carlo Learning for Time Series Structure Discovery
Sequential Monte Carlo Learning for Time Series Structure Discovery Open
This paper presents a new approach to automatically discovering accurate models of complex time series data. Working within a Bayesian nonparametric prior over a symbolic space of Gaussian process time series models, we present a novel str…