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"

8 / 8 papers shown

Title
Understanding the Effect of GCN Convolutions in Regression Tasks Juntong Chen Johannes Schmidt-Hieber Claire Donnat Olga Klopp GNN 57 0 0 26 Oct 2024
Minimax lower bounds for function estimation on graphs A. Kirichenko Harry Van Zanten 39 10 0 19 Sep 2017
Asymptotic behaviour of the empirical Bayes posteriors associated to maximum marginal likelihood estimator Judith Rousseau Botond Szabó 53 56 0 19 Apr 2015
Frequentist coverage of adaptive nonparametric Bayesian credible sets Botond Szabó Van der Vaart V. Zanten 67 159 0 16 Oct 2013
Thomas Bayes' walk on manifolds I. Castillo G. Kerkyacharian D. Picard 273 46 0 03 Jun 2012
The sparse Laplacian shrinkage estimator for high-dimensional regression Jian Huang Shuangge Ma Hongzhe Li Cun-Hui Zhang 83 104 0 15 Dec 2011
Rates of contraction of posterior distributions based on Gaussian process priors Van der Vaart V. Zanten 166 427 0 18 Jun 2008
Reproducing kernel Hilbert spaces of Gaussian priors Van der Vaart V. Zanten 90 224 0 21 May 2008