Analysis of $p$-Laplacian Regularization in Semi-Supervised Learning

Analysis of $p$ -Laplacian Regularization in Semi-Supervised Learning

19 July 2017

Papers citing "Analysis of $p$-Laplacian Regularization in Semi-Supervised Learning"

16 / 16 papers shown

Title
Uncertainty quantification in graph-based classification of high dimensional data Andrea L. Bertozzi Xiyang Luo Andrew M. Stuart K. Zygalakis UQCV 28 21 0 26 Mar 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
Variational limits of k-NN graph based functionals on data clouds Nicolas García Trillos 36 9 0 03 Jul 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
Consistency of modularity clustering on random geometric graphs Erik Davis S. Sethuraman 31 16 0 13 Apr 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 31 53 0 02 Mar 2016
Spectral Convergence Rate of Graph Laplacian Xu Wang 40 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
Convergence of the $k$ -Means Minimization Problem using $Γ$ -Convergence Matthew Thorpe F. Theil A. M. Johansen Neil Cade 51 25 0 06 Jan 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
Continuum limit of total variation on point clouds Nicolás García Trillos D. Slepčev 3DPC 53 146 0 25 Mar 2014
Spectral Convergence of the connection Laplacian from random samples A. Singer Hau‐Tieng Wu 61 113 0 07 Jun 2013
An Analysis of the Convergence of Graph Laplacians Daniel Ting Ling Huang Michael I. Jordan 74 144 0 28 Jan 2011
Operator norm convergence of spectral clustering on level sets Bruno Pelletier Pierre Pudlo 77 10 0 11 Feb 2010
Consistency of spectral clustering U. V. Luxburg M. Belkin Olivier Bousquet 118 417 0 04 Apr 2008
A Tutorial on Spectral Clustering U. V. Luxburg 221 10,497 0 01 Nov 2007