Search Results for author: Chirag Varun Shukla

Found 2 papers, 1 papers with code

On the Interplay of Subset Selection and Informed Graph Neural Networks

no code implementations15 Jun 2023 Niklas Breustedt, Paolo Climaco, Jochen Garcke, Jan Hamaekers, Gitta Kutyniok, Dirk A. Lorenz, Rick Oerder, Chirag Varun Shukla

However, learning on large datasets is strongly limited by the availability of computational resources and can be infeasible in some scenarios.

Towards Training GNNs using Explanation Directed Message Passing

1 code implementation30 Nov 2022 Valentina Giunchiglia, Chirag Varun Shukla, Guadalupe Gonzalez, Chirag Agarwal

With the increasing use of Graph Neural Networks (GNNs) in critical real-world applications, several post hoc explanation methods have been proposed to understand their predictions.

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