research
∙
06/23/2023
Four Axiomatic Characterizations of the Integrated Gradients Attribution Method
Deep neural networks have produced significant progress among machine le...
share
research
∙
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...
research
∙
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...
research
∙
01/15/2022
