Variational limits of k-NN graph based functionals on data clouds

3 July 2016

Papers citing "Variational limits of k-NN graph based functionals on data clouds"

17 / 17 papers shown

Title
The game theoretic p-Laplacian and semi-supervised learning with few labels Jeff Calder 49 75 0 28 Nov 2017
Analysis of $p$ -Laplacian Regularization in Semi-Supervised Learning D. Slepčev Matthew Thorpe 38 114 0 19 Jul 2017
Uncertainty quantification in graph-based classification of high dimensional data Andrea L. Bertozzi Xiyang Luo Andrew M. Stuart K. Zygalakis UQCV 33 21 0 26 Mar 2017
A new analytical approach to consistency and overfitting in regularized empirical risk minimization Nicolas García Trillos Ryan W. Murray 28 20 0 01 Jul 2016
$Asymptotic behavior of $\ell_p$-based Laplacian regularization in semi-supervised learning$ Asymptotic behavior of $\ell_p$ -based Laplacian regularization in semi-supervised learning A. Alaoui Xiang Cheng Aaditya Ramdas Martin J. Wainwright Michael I. Jordan 39 53 0 02 Mar 2016
Spectral Convergence Rate of Graph Laplacian Xu Wang 42 24 0 27 Oct 2015
A variational approach to the consistency of spectral clustering Nicolas García Trillos D. Slepčev 59 128 0 08 Aug 2015
Constrained 1-Spectral Clustering Syama Sundar Rangapuram Matthias Hein 42 88 0 24 May 2015
Consistency of Cheeger and Ratio Graph Cuts Nicolas García Trillos D. Slepčev J. V. Brecht T. Laurent Xavier Bresson 43 83 0 24 Nov 2014
Continuum limit of total variation on point clouds Nicolás García Trillos D. Slepčev 3DPC 59 146 0 25 Mar 2014
Spectral Convergence of the connection Laplacian from random samples A. Singer Hau‐Tieng Wu 61 113 0 07 Jun 2013
Multiclass Total Variation Clustering Xavier Bresson T. Laurent D. Uminsky J. V. Brecht 68 93 0 05 Jun 2013
An Analysis of the Convergence of Graph Laplacians Daniel Ting Ling Huang Michael I. Jordan 77 144 0 28 Jan 2011
An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA Matthias Hein Thomas Bühler 92 212 0 03 Dec 2010
The Normalized Graph Cut and Cheeger Constant: from Discrete to Continuous E. Arias-Castro Bruno Pelletier Pierre Pudlo 117 33 0 30 Apr 2010
Consistency of spectral clustering U. V. Luxburg M. Belkin Olivier Bousquet 126 417 0 04 Apr 2008
A Tutorial on Spectral Clustering U. V. Luxburg 231 10,497 0 01 Nov 2007