Matthew Thorpe

Available identifiers

zbMath Open thorpe.matthewMaRDI QIDQ502831

List of research outcomes

Publication	Date of Publication	Type
\Gamma-Convergence of an Ambrosio-Tortorelli approximation scheme for image segmentation	2024-04-18	Paper
Manifold learning in Wasserstein space	2023-11-14	Paper
Discrete-to-Continuum Rates of Convergence for $p$-Laplacian Regularization	2023-10-19	Paper
Consistency of Fractional Graph-Laplacian Regularization in Semi-Supervised Learning with Finite Labels	2023-03-14	Paper
Rates of convergence for Laplacian semi-supervised learning with low labeling rates	2023-02-10	Paper
Deep limits of residual neural networks	2023-01-19	Paper
Rates of Convergence for Regression with the Graph Poly-Laplacian	2022-09-06	Paper
From graph cuts to isoperimetric inequalities: convergence rates of Cheeger cuts on data clouds	2022-05-12	Paper
Book Reviews	2022-05-12	Paper
The Linearized Hellinger--Kantorovich Distance	2022-01-31	Paper
Large data and zero noise limits of graph-based semi-supervised learning algorithms	2020-06-30	Paper
Rates of Convergence for Laplacian Semi-Supervised Learning with Low Labeling Rates	2020-06-04	Paper
From graph cuts to isoperimetric inequalities: Convergence rates of Cheeger cuts on data clouds	2020-04-20	Paper
PDE-Inspired Algorithms for Semi-Supervised Learning on Point Clouds	2019-09-23	Paper
Analysis of $p$-Laplacian Regularization in Semisupervised Learning	2019-08-26	Paper
Asymptotic analysis of the Ginzburg–Landau functional on point clouds	2019-06-21	Paper
Deep Limits of Residual Neural Networks	2018-10-27	Paper
Pointwise convergence in probability of general smoothing splines	2018-08-10	Paper
A transportation \(L^p\) distance for signal analysis	2018-03-08	Paper
Convergence and rates for fixed-interval multiple-track smoothing using \(k\)-means type optimization	2017-01-11	Paper
Convergence of the $k$-Means Minimization Problem using $\Gamma$-Convergence	2015-11-13	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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