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In Proceedings of the 30th International Conference on Machine Learning (ICML-13) (pp. 1–9). Zammit-Mangion, A., Dewar, M., et al. (2012). Point process modelling of the Afghan War Diary. Proceedings of the National Academy of Sciences, 109(31), 12414–12419. CrossRef Zheng, B...
Panel (b) compares the ground truth value of the linear intensity and the one inferred by the two learning algorithms. In this example, the linear intensity is negative in some of the time points. Unlike for the predictive density, the Gibbs sampler is more accurate than the VI. Panel (c...