Daniel Lundstrom | DeepAI

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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...

0 Daniel Lundstrom, et al. ∙

∙ 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...

0 Daniel Lundstrom, et al. ∙

∙ 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...

0 Daniel Lundstrom, et al. ∙

∙ 01/15/2022

Explainability Tools Enabling Deep Learning in Future In-Situ Real-Time Planetary Explorations

Deep learning (DL) has proven to be an effective machine learning and co...

12 Daniel Lundstrom, et al. ∙

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