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L2-GNN: Graph neural networks with fast spectral filters using twice linear parameterization

open access: yesGraphical Models
To improve learning on irregular 3D shapes, such as meshes with varying discretizations and point clouds with different samplings, we propose L2-GNN, a new graph neural network that approximates the spectral filters using twice linear parameterization ...
Siying Huang   +5 more
doaj   +1 more source

Automated calibration for stability selection in penalised regression and graphical models. [PDF]

open access: yesJ R Stat Soc Ser C Appl Stat, 2023
Bodinier B   +4 more
europepmc   +1 more source

Comorbidity network analysis using graphical models for electronic health records. [PDF]

open access: yesFront Big Data, 2023
Zhao B   +5 more
europepmc   +1 more source

Gaussian graphical models with applications to omics analyses. [PDF]

open access: yesStat Med, 2022
Shutta KH   +3 more
europepmc   +1 more source

GeneNetTools: tests for Gaussian graphical models with shrinkage. [PDF]

open access: yesBioinformatics, 2022
Bernal V   +5 more
europepmc   +1 more source

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