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Minimax Optimal Regression over Sobolev Spaces via Laplacian Eigenmaps
  on Neighborhood Graphs

Minimax Optimal Regression over Sobolev Spaces via Laplacian Eigenmaps on Neighborhood Graphs

14 November 2021
Alden Green
Sivaraman Balakrishnan
Robert Tibshirani
ArXiv (abs)PDFHTML

Papers citing "Minimax Optimal Regression over Sobolev Spaces via Laplacian Eigenmaps on Neighborhood Graphs"

4 / 4 papers shown
Title
Understanding the Effect of GCN Convolutions in Regression Tasks
Understanding the Effect of GCN Convolutions in Regression Tasks
Juntong Chen
Johannes Schmidt-Hieber
Claire Donnat
Olga Klopp
GNN
119
0
0
26 Oct 2024
Nonsmooth Nonparametric Regression via Fractional Laplacian Eigenmaps
Nonsmooth Nonparametric Regression via Fractional Laplacian Eigenmaps
Zhaoyang Shi
Krishnakumar Balasubramanian
W. Polonik
81
1
0
22 Feb 2024
The Voronoigram: Minimax Estimation of Bounded Variation Functions From
  Scattered Data
The Voronoigram: Minimax Estimation of Bounded Variation Functions From Scattered Data
Addison J. Hu
Alden Green
Robert Tibshirani
79
4
0
30 Dec 2022
Rates of Convergence for Regression with the Graph Poly-Laplacian
Rates of Convergence for Regression with the Graph Poly-Laplacian
Nicolas García Trillos
Ryan W. Murray
Matthew Thorpe
93
5
0
06 Sep 2022
1