Textbook of AI

References

Axiomatic Attribution for Deep Networks

Mukund Sundararajan, Ankur Taly, & Qiqi Yan (2017)

arXiv.

DOI: https://doi.org/10.48550/arxiv.1703.01365

Abstract. Introduces Integrated Gradients, a gradient-based attribution method for deep networks that satisfies formal axioms including sensitivity and implementation invariance, addressing the saturation problems of raw gradient saliency maps.

Tags: explainability attribution integrated-gradients

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