no code implementations • 12 Apr 2024 • Thomas Bonis, Laurent Decreusefond, Viet Chi Tran, Zhihan Iris Zhang
Whereas the Laplacian of a graph has a simple probabilistic interpretation as the generator of a continuous time Markov chain on the graph, things are not so direct when considering simplicial complexes.
no code implementations • 8 Feb 2016 • Thomas Bonis
We also look into variations of the Langevin Monte Carlo algorithm using other discretization schemes.
no code implementations • 27 Jun 2014 • Thomas Bonis, Steve Oudot
In this paper, we propose a new fuzzy clustering algorithm based on the mode-seeking framework.