Search Results for author: Shamanth R Nayak K

Found 3 papers, 2 papers with code

Reimagining GNN Explanations with ideas from Tabular Data

no code implementations23 Jun 2021 Anjali Singh, Shamanth R Nayak K, Balaji Ganesan

Explainability techniques for Graph Neural Networks still have a long way to go compared to explanations available for both neural and decision decision tree-based models trained on tabular data.

IS-CAM: Integrated Score-CAM for axiomatic-based explanations

1 code implementation6 Oct 2020 Rakshit Naidu, Ankita Ghosh, Yash Maurya, Shamanth R Nayak K, Soumya Snigdha Kundu

Convolutional Neural Networks have been known as black-box models as humans cannot interpret their inner functionalities.

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