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stat.ML2020
Uncertainty Quantification for Inferring Hawkes Networks
Haoyun Wang, Liyan Xie, Alex Cuozzo +2
Multivariate Hawkes processes are commonly used to model streaming networked event data in a wide variety of applications. However, it remains a challenge to extract reliable infer…
stat.ML2019★ 1 cited
Distributional Clustering: A distribution-preserving clustering method
Arvind Krishna, Simon Mak, Roshan Joseph
One key use of k-means clustering is to identify cluster prototypes which can serve as representative points for a dataset. However, a drawback of using k-means cluster centers as…