22 citations · 55 across the 5 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
math.PR2018★ 20 cited
On the choice of weight functions for linear representations of persistence diagrams
Vincent Divol, Wolfgang Polonik
Persistence diagrams are efficient descriptors of the topology of a point cloud. As they do not naturally belong to a Hilbert space, standard statistical methods cannot be directly…
cs.CG2018★ 22 cited
The density of expected persistence diagrams and its kernel based estimation
Frédéric Chazal, Vincent Divol
Persistence diagrams play a fundamental role in Topological Data Analysis where they are used as topological descriptors of filtrations built on top of data. They consist in discre…