26 citations · 123 across the 18 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2021★ 2 cited
Local versions of sum-of-norms clustering
Alexander Dunlap, Jean-Christophe Mourrat
Sum-of-norms clustering is a convex optimization problem whose solution can be used for the clustering of multivariate data. We propose and study a localized version of this method…
cs.LG2021
Sum-of-norms clustering does not separate nearby balls
Alexander Dunlap, Jean-Christophe Mourrat
Sum-of-norms clustering is a popular convexification of -means clustering. We show that, if the dataset is made of a large number of independent random variables distributed acc…