Error estimates for spectral convergence of the graph Laplacian on
random geometric graphs towards the Laplace--Beltrami operator

Error estimates for spectral convergence of the graph Laplacian on random geometric graphs towards the Laplace--Beltrami operator

30 January 2018

Nicolas García Trillos

Matthias Hein

Papers citing "Error estimates for spectral convergence of the graph Laplacian on random geometric graphs towards the Laplace--Beltrami operator"

6 / 106 papers shown

Title
Learning by Unsupervised Nonlinear Diffusion Mauro Maggioni James M. Murphy DiffM 30 40 0 15 Oct 2018
Properly-weighted graph Laplacian for semi-supervised learning Jeff Calder D. Slepčev SSL 22 57 0 10 Oct 2018
Certifying Global Optimality of Graph Cuts via Semidefinite Relaxation: A Performance Guarantee for Spectral Clustering Shuyang Ling Thomas Strohmer 19 19 0 29 Jun 2018
Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms A. Little Mauro Maggioni James M. Murphy 25 48 0 17 Dec 2017
On the Consistency of Graph-based Bayesian Learning and the Scalability of Sampling Algorithms Nicolas García Trillos Zachary T. Kaplan Thabo Samakhoana D. Sanz-Alonso 25 19 0 20 Oct 2017
Gromov-Hausdorff limit of Wasserstein spaces on point clouds Nicolás García Trillos 21 19 0 11 Feb 2017