The geometry of kernelized spectral clustering

29 April 2014

Papers citing "The geometry of kernelized spectral clustering"

10 / 10 papers shown

Title
The SSL Interplay: Augmentations, Inductive Bias, and Generalization Vivien A. Cabannes B. Kiani Randall Balestriero Yann LeCun A. Bietti SSL 26 31 0 06 Feb 2023
Minimalistic Unsupervised Learning with the Sparse Manifold Transform Yubei Chen Zeyu Yun Yi Ma Bruno A. Olshausen Yann LeCun 54 8 0 30 Sep 2022
Understanding the Generalization Performance of Spectral Clustering Algorithms Shaojie Li Shengqi Ouyang Yong Liu 31 2 0 30 Apr 2022
The decomposition of the higher-order homology embedding constructed from the $k$ -Laplacian Yu-Chia Chen M. Meilă 32 9 0 23 Jul 2021
Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss Jeff Z. HaoChen Colin Wei Adrien Gaidon Tengyu Ma SSL 24 302 0 08 Jun 2021
Diffusion $K$ -means clustering on manifolds: provable exact recovery via semidefinite relaxations Xiaohui Chen Yun Yang 24 16 0 11 Mar 2019
Geometric structure of graph Laplacian embeddings Nicolas García Trillos Franca Hoffmann Bamdad Hosseini 33 23 0 30 Jan 2019
Learning by Unsupervised Nonlinear Diffusion Mauro Maggioni James M. Murphy DiffM 32 40 0 15 Oct 2018
Identifiability of Nonparametric Mixture Models and Bayes Optimal Clustering Bryon Aragam Chen Dan Eric Xing Pradeep Ravikumar 24 29 0 12 Feb 2018
Unsupervised Clustering and Active Learning of Hyperspectral Images with Nonlinear Diffusion James M. Murphy Mauro Maggioni DiffM 13 30 0 26 Apr 2017