A maximum principle argument for the uniform convergence of graph Laplacian regressors

29 January 2019

Papers citing "A maximum principle argument for the uniform convergence of graph Laplacian regressors"

22 / 22 papers shown

Title
Properly-weighted graph Laplacian for semi-supervised learning Jeff Calder D. Slepčev SSL 38 57 0 10 Oct 2018
Large Data and Zero Noise Limits of Graph-Based Semi-Supervised Learning Algorithms Matthew M. Dunlop D. Slepčev Andrew M. Stuart Matthew Thorpe 30 60 0 23 May 2018
Error estimates for spectral convergence of the graph Laplacian on random geometric graphs towards the Laplace--Beltrami operator Nicolas García Trillos Moritz Gerlach Matthias Hein D. Slepčev 83 172 0 30 Jan 2018
The game theoretic p-Laplacian and semi-supervised learning with few labels Jeff Calder 47 75 0 28 Nov 2017
Analysis of $p$ -Laplacian Regularization in Semi-Supervised Learning D. Slepčev Matthew Thorpe 32 114 0 19 Jul 2017
Continuum Limit of Posteriors in Graph Bayesian Inverse Problems Nicolas García Trillos D. Sanz-Alonso 34 28 0 22 Jun 2017
A Transportation $L^p$ Distance for Signal Analysis Matthew Thorpe Serim Park Soheil Kolouri Gustavo K. Rohde D. Slepčev OT 51 40 0 27 Sep 2016
A new analytical approach to consistency and overfitting in regularized empirical risk minimization Nicolas García Trillos Ryan W. Murray 23 20 0 01 Jul 2016
Kernel-based Reconstruction of Graph Signals Daniel Romero Meng Ma G. Giannakis 49 182 0 23 May 2016
On the measure of Voronoi cells Luc Devroye László Gyorfi Gábor Lugosi Harro Walk OT 24 24 0 14 Dec 2015
Estimating a smooth function on a large graph by Bayesian Laplacian regularisation A. Kirichenko Harry Van Zanten BDL 34 32 0 08 Nov 2015
A variational approach to the consistency of spectral clustering Nicolas García Trillos D. Slepčev 59 128 0 08 Aug 2015
Consistency of Cheeger and Ratio Graph Cuts Nicolas García Trillos D. Slepčev J. V. Brecht T. Laurent Xavier Bresson 38 83 0 24 Nov 2014
Trend Filtering on Graphs Yu Wang James Sharpnack Alex Smola Robert Tibshirani 50 243 0 28 Oct 2014
Rates of Convergence for Nearest Neighbor Classification Kamalika Chaudhuri S. Dasgupta 125 147 0 30 Jun 2014
Continuum limit of total variation on point clouds Nicolás García Trillos D. Slepčev 3DPC 53 146 0 25 Mar 2014
Minimal Dirichlet energy partitions for graphs Braxton Osting Christopher D. White É. Oudet 62 42 0 22 Aug 2013
Adaptive piecewise polynomial estimation via trend filtering Robert Tibshirani 63 395 0 10 Apr 2013
Nonparametric sparsity and regularization Lorenzo Rosasco S. Villa S. Mosci M. Santoro A. Verri 103 102 0 13 Aug 2012
k-NN Regression Adapts to Local Intrinsic Dimension Samory Kpotufe 271 128 0 19 Oct 2011
Spectral clustering and the high-dimensional stochastic blockmodel Karl Rohe S. Chatterjee Bin Yu 199 931 0 09 Jul 2010
Consistency of spectral clustering U. V. Luxburg M. Belkin Olivier Bousquet 118 417 0 04 Apr 2008