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Dejan Slepčev

Birth-death dynamics for sampling: Global convergence, approximations and their asymptotics

Nov 01, 2022
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Boundary Estimation from Point Clouds: Algorithms, Guarantees and Applications

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Nov 05, 2021
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Clustering dynamics on graphs: from spectral clustering to mean shift through Fokker-Planck interpolation

Aug 18, 2021
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Rates of Convergence for Laplacian Semi-Supervised Learning with Low Labeling Rates

Jun 04, 2020
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Mumford-Shah functionals on graphs and their asymptotics

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Jun 22, 2019
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Large Data and Zero Noise Limits of Graph-Based Semi-Supervised Learning Algorithms

May 23, 2018
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Analysis of $p$-Laplacian Regularization in Semi-Supervised Learning

Oct 15, 2017
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A Transportation $L^p$ Distance for Signal Analysis

Sep 27, 2016
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Transport-based analysis, modeling, and learning from signal and data distributions

Sep 15, 2016
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Multiple penalized principal curves: analysis and computation

Aug 30, 2016
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