Clustering Time Series and the Surprising Robustness of HMMs

9 May 2016Mark KozdobaShie Mannor

Suppose that we are given a time series where consecutive samples are believed to come from a probabilistic source, that the source changes from time to time and that the total number of sources is fixed. Our objective is to estimate the distributions of the sources... (read more)

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