š¢ Ćcole Normale SupĆ©rieure
Dimension-free deterministic equivalents and scaling laws for random feature regression
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AI Theory
Generalization
š¢ Ćcole Normale SupĆ©rieure
This work delivers dimension-free deterministic equivalents for random feature regression, revealing sharp excess error rates and scaling laws.