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J. Palacios, and V. Minin. (2011)cite arxiv:1112.4138Comment: 25 pages with 7 figures, revised version; added total variation metric to compare methods; influenza example updated with new GP results, added discussion and implementation of alternative GP kernels (OU and sparse approximation of the integrated Brownian motion).