Rethinking Data Value: Asymmetric Data Shapley for Structure-Aware Valuation in AI Model Markets

arXiv:2511.12863 · cs.GT · Submitted 2025-11-17 · Read on arXiv

cs.GT

Submitted: 2025-11-17

Updated: 2026-10-27

Terminology

• Asymmetric Data Shapley — 2× in this paper
• Accuracy — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Classical Data Shapley — 1× in this paper
• Federated Learning — 1× in this paper · explained in 19 episodes

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