Fitting a gaussian mixture in Stan
browse the tSNE clusters
Carlsson and Memoli show that single-linkage hierarchical clustering has good properties (and other types do not)
Kleinberg shows that it’s impossible to find a clustering algorithm that satisfies three simple properties.
A discussion and implementation of “vantage point trees”