scientific article; zbMATH DE number 7370621

MaRDI QIDQ4999041

Pascal Sturmfels, Su-In Lee, Joseph D. Janizek

Publication date: 9 July 2021

Full work available at URL: https://arxiv.org/abs/2002.04138

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

neural networksAumann-Shapley valueinterpretabilityfeature interactionfeature attribution

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

PredDiff: explanations and interactions from conditional expectations

Uses Software

• TensorFlow
• PyTorch
• DrugBank
• Transformers
• DistilBERT
• shap

Cites Work

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• Axiomatic characterizations of generalized values
• An axiomatic approach to the concept of interaction among players in cooperative games
• Evaluating groups with the generalized Shapley value
• On the computational complexity of weighted voting games

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