A closed-loop market mechanism for coupled data and model trading proven to converge to a unique equilibrium using standard interference function properties with better fairness than baselines.
A pricing game for federated learning supporting lightweight local model training,
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TripleWin: Fixed-Point Equilibrium Pricing for Data-Model Coupled Markets
A closed-loop market mechanism for coupled data and model trading proven to converge to a unique equilibrium using standard interference function properties with better fairness than baselines.