61 citations · 121 across the 15 of their papers we have counts for
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cs.LG2020★ 17 cited
Mixed data Deep Gaussian Mixture Model: A clustering model for mixed datasets
Robin Fuchs, Denys Pommeret, Cinzia Viroli
Clustering mixed data presents numerous challenges inherent to the very heterogeneous nature of the variables. A clustering algorithm should be able, despite of this heterogeneity,…
stat.ME2020
Directional quantile classifiers
Alessio Farcomeni, Marco Geraci, Cinzia Viroli
We introduce classifiers based on directional quantiles. We derive theoretical results for selecting optimal quantile levels given a direction, and, conversely, an optimal directio…