Search Results for author: Manan Sharma

Found 2 papers, 1 papers with code

A Piece-wise Polynomial Filtering Approach for Graph Neural Networks

1 code implementation7 Dec 2021 Vijay Lingam, Chanakya Ekbote, Manan Sharma, Rahul Ragesh, Arun Iyer, Sundararajan Sellamanickam

We study various aspects of our proposed model including, dependency on the number of eigencomponents utilized, latent polynomial filters learned, and performance of the individual polynomials on the node classification task.

Node Classification

Effective Polynomial Filter Adaptation for Graph Neural Networks

no code implementations29 Sep 2021 Vijay Lingam, Chanakya Ajit Ekbote, Manan Sharma, Rahul Ragesh, Arun Iyer, Sundararajan Sellamanickam

We study various aspects of our proposed model including, dependency on the number of eigencomponents utilized, latent polynomial filters learned, and performance of the individual polynomials on the node classification task.

Node Classification

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