1 citations · 7 across the 14 of their papers we have counts for
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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…
stat.ME2019
BdryGP: a new Gaussian process model for incorporating boundary information
Liang Ding, Simon Mak, C. F. Jeff Wu
Gaussian processes (GPs) are widely used as surrogate models for emulating computer code, which simulate complex physical phenomena. In many problems, additional boundary informati…