Lipschitz regularity of graph Laplacians on random data clouds

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Lipschitz regularity of graph Laplacians on random data clouds

13 July 2020

Nicolas García Trillos

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Papers citing "Lipschitz regularity of graph Laplacians on random data clouds"

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Title
A mean curvature flow arising in adversarial training Leon Bungert Tim Laux Kerrek Stinson AAML 59 4 0 22 Apr 2024
Large data limit of the MBO scheme for data clustering: convergence of the dynamics Tim Laux Jona Lelmi 59 8 0 13 Sep 2022
Learning Low-Dimensional Nonlinear Structures from High-Dimensional Noisy Data: An Integral Operator Approach Xiucai Ding Rongkai Ma 95 9 0 28 Feb 2022
Hamilton-Jacobi equations on graphs with applications to semi-supervised learning and data depth Jeff Calder Mahmood Ettehad 111 16 0 17 Feb 2022
Boundary Estimation from Point Clouds: Algorithms, Guarantees and Applications Jeff Calder Sangmin Park D. Slepčev 3DPC 74 10 0 05 Nov 2021
Inferring Manifolds From Noisy Data Using Gaussian Processes David B. Dunson Nan Wu 91 18 0 14 Oct 2021
Clustering dynamics on graphs: from spectral clustering to mean shift through Fokker-Planck interpolation Katy Craig Nicolas García Trillos D. Slepčev 42 6 0 18 Aug 2021
Large sample spectral analysis of graph-based multi-manifold clustering Nicolas García Trillos Pengfei He Chenghui Li 147 6 0 28 Jul 2021
Eigen-convergence of Gaussian kernelized graph Laplacian by manifold heat interpolation Xiuyuan Cheng Nan Wu 122 29 0 25 Jan 2021
Data-driven Efficient Solvers for Langevin Dynamics on Manifold in High Dimensions Yuan Gao Jiang Liu Nan Wu 52 12 0 22 May 2020