273 citations · 1.5k across the 75 of their papers we have counts for
Showing 2014 · cs.LGShow all
2 papers · 2 filters
cs.LG2014★ 4 cited
Notes on using Determinantal Point Processes for Clustering with Applications to Text Clustering
Apoorv Agarwal, Anna Choromanska, Krzysztof Choromanski
In this paper, we compare three initialization schemes for the KMEANS clustering algorithm: 1) random initialization (KMEANSRAND), 2) KMEANS++, and 3) KMEANSD++. Both KMEANSRAND an…
cs.LG2014★ 18 cited
Differentially- and non-differentially-private random decision trees
Mariusz Bojarski, Anna Choromanska, Krzysztof Choromanski +1
We consider supervised learning with random decision trees, where the tree construction is completely random. The method is popularly used and works well in practice despite the si…