204 citations · 784 across the 42 of their papers we have counts for
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cs.LG2013★ 204 cited
Projection onto the probability simplex: An efficient algorithm with a simple proof, and an application
Weiran Wang, Miguel Á. Carreira-Perpiñán
We provide an elementary proof of a simple, efficient algorithm for computing the Euclidean projection of a point onto the probability simplex. We also show an application in Lapla…
cs.LG2013★ 22 cited
The K-modes algorithm for clustering
Miguel Á. Carreira-Perpiñán, Weiran Wang
Many clustering algorithms exist that estimate a cluster centroid, such as K-means, K-medoids or mean-shift, but no algorithm seems to exist that clusters data by returning exactly…