Nonlinear Axiomatic Attribution for Cooperative Games

arXiv:2607.09869 · cs.LG · Submitted 2026-07-10 · Read on arXiv

cs.LG

Submitted: 2026-07-10

Updated: 2026-08-25

Code: https://github.com/watml/nonlinear-axiom

Terminology

• AUC — 36× in this paper · explained in 2 episodes
• Core — 34× in this paper · explained in 2 episodes
• Axioms — 24× in this paper · explained in 2 episodes
• Consistency — 21× in this paper · explained in 3 episodes
• Shapley values — 6× in this paper · explained in 2 episodes
• Area Under the Curve — 5× in this paper
• Regularization — 2× in this paper · explained in 3 episodes
• Adam — 1× in this paper · explained in 2 episodes
• Downstream Tasks — 1× in this paper · explained in 2 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Transformer — 1× in this paper · explained in 2 episodes

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