Provably Accurate Shapley Value Estimation via Leverage Score Sampling

arXiv:2410.01917 · cs.LG, cs.AI · Submitted 2024-10-02 · Read on arXiv

cs.LG, cs.AI

Submitted: 2024-10-02

Updated: 2026-10-08

Terminology

• Shapley values — 2× in this paper · explained in 2 episodes
• Active Learning — 1× in this paper · explained in 6 episodes
• Theoretical Guarantees — 1× in this paper · explained in 2 episodes

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