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06/23/2023
Four Axiomatic Characterizations of the Integrated Gradients Attribution Method
Deep neural networks have produced significant progress among machine le...
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05/04/2023
Distributing Synergy Functions: Unifying Game-Theoretic Interaction Methods for Machine-Learning Explainability
Deep learning has revolutionized many areas of machine learning, from co...
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02/24/2022
A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions
As the efficacy of deep learning (DL) grows, so do concerns about the la...
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01/15/2022