Posterior Consistency of Semi-Supervised Regression on Graphs

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Posterior Consistency of Semi-Supervised Regression on Graphs

25 July 2020

Andrea L. Bertozzi

Bamdad Hosseini

Andrew M. Stuart

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Papers citing "Posterior Consistency of Semi-Supervised Regression on Graphs"

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Title
Graph Laplacian-based Bayesian Multi-fidelity Modeling Orazio Pinti Jeremy M. Budd Franca Hoffmann Assad A. Oberai 86 1 0 12 Sep 2024
A few-shot graph Laplacian-based approach for improving the accuracy of low-fidelity data Orazio Pinti Assad A. Oberai 55 0 0 29 Mar 2023
Mathematical Foundations of Graph-Based Bayesian Semi-Supervised Learning Nicolas García Trillos D. Sanz-Alonso Ruiyi Yang SSL 66 3 0 03 Jul 2022
Graph-based Active Learning for Semi-supervised Classification of SAR Data Kevin Miller John Mauro Jason Setiadi Xoaquin Baca Zhan Shi Jeff Calder Andrea L. Bertozzi 72 22 0 31 Mar 2022
Model-Change Active Learning in Graph-Based Semi-Supervised Learning Kevin Miller Andrea L. Bertozzi SSL 51 12 0 14 Oct 2021
Unlabeled Data Help in Graph-Based Semi-Supervised Learning: A Bayesian Nonparametrics Perspective D. Sanz-Alonso Ruiyi Yang SSL 86 10 0 26 Aug 2020
Consistency of semi-supervised learning algorithms on graphs: Probit and one-hot methods Franca Hoffmann Bamdad Hosseini Zhi Ren Andrew M. Stuart 44 23 0 18 Jun 2019