The decomposition of the higher-order homology embedding constructed
from the $k$-Laplacian

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The decomposition of the higher-order homology embedding constructed from the $k$ -Laplacian

23 July 2021

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Papers citing "The decomposition of the higher-order homology embedding constructed from the $k$-Laplacian"

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Title
Large sample spectral analysis of graph-based multi-manifold clustering Nicolas García Trillos Pengfei He Chenghui Li 122 6 0 28 Jul 2021
A class of network models recoverable by spectral clustering Yali Wan M. Meilă 58 12 0 21 Apr 2021
Helmholtzian Eigenmap: Topological feature discovery & edge flow learning from point cloud data Yu-Chia Chen Weicheng Wu M. Meilă Ioannis G. Kevrekidis 42 12 0 13 Mar 2021
Principled Simplicial Neural Networks for Trajectory Prediction T. Roddenberry Nicholas Glaze Santiago Segarra 3DPC 99 93 0 19 Feb 2021
Evaluating the Disentanglement of Deep Generative Models through Manifold Topology Sharon Zhou E. Zelikman F. Lu A. Ng Gunnar Carlsson Stefano Ermon DRL 59 27 0 05 Jun 2020
A Notion of Harmonic Clustering in Simplicial Complexes Stefania Ebli Gard Spreemann 44 17 0 16 Oct 2019
Graph-based Semi-Supervised & Active Learning for Edge Flows Junteng Jia Michael T. Schaub Santiago Segarra Austin R. Benson 110 77 0 17 May 2019
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 205 9,492 0 09 Feb 2018
Improved graph Laplacian via geometric self-consistency Dominique C. Perrault-Joncas M. Meilă 51 18 0 31 May 2014
A useful variant of the Davis--Kahan theorem for statisticians Yi Yu Tengyao Wang R. Samworth 105 578 0 04 May 2014
The geometry of kernelized spectral clustering Geoffrey Schiebinger Martin J. Wainwright Bin Yu 99 63 0 29 Apr 2014
An Analysis of the Convergence of Graph Laplacians Daniel Ting Ling Huang Michael I. Jordan 99 145 0 28 Jan 2011
Statistical ranking and combinatorial Hodge theory Xiaoye Jiang Lek-Heng Lim Yuan Yao Yinyu Ye 121 372 0 07 Nov 2008
A Tutorial on Spectral Clustering U. V. Luxburg 290 10,550 0 01 Nov 2007