8 citations · 26 across the 9 of their papers we have counts for
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cs.LG2019★ 7 cited
Are Graph Neural Networks Miscalibrated?
Leonardo Teixeira, Brian Jalaian, Bruno Ribeiro
Graph Neural Networks (GNNs) have proven to be successful in many classification tasks, outperforming previous state-of-the-art methods in terms of accuracy. However, accuracy alon…
cs.LG2019★ 8 cited
Attribution-driven Causal Analysis for Detection of Adversarial Examples
Susmit Jha, Sunny Raj, Steven Lawrence Fernandes +5
Attribution methods have been developed to explain the decision of a machine learning model on a given input. We use the Integrated Gradient method for finding attributions to defi…