Estimating a smooth function on a large graph by Bayesian Laplacian regularisation

8 November 2015

Papers citing "Estimating a smooth function on a large graph by Bayesian Laplacian regularisation"

6 / 6 papers shown

Title
Understanding the Effect of GCN Convolutions in Regression Tasks Juntong Chen Johannes Schmidt-Hieber Claire Donnat Olga Klopp GNN 31 0 0 26 Oct 2024
A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty Shiyuan He Hanxuan Ye Kejun He 23 0 0 09 Nov 2022
Lipschitz regularity of graph Laplacians on random data clouds Jeff Calder Nicolas García Trillos M. Lewicka 25 30 0 13 Jul 2020
Bayesian nonparametric estimation in the current status continuous mark model G. Jongbloed Frank van der Meulen L. Pang 30 1 0 23 Nov 2019
Improved spectral convergence rates for graph Laplacians on epsilon-graphs and k-NN graphs Jeff Calder Nicolas García Trillos 35 40 0 29 Oct 2019
Asymptotic frequentist coverage properties of Bayesian credible sets for sieve priors Judith Rousseau Botond Szabó 26 22 0 16 Sep 2016