US Patent Issued to Capital One Services on July 28 for "Computing system and method for fairness-aware quantization of deep-learning AI models" (Illinois Inventor)

ALEXANDRIA, Va., July 28 -- United States Patent no. 12,694,293, issued on July 28, was assigned to Capital One Services LLC (McLean, Va.).

"Computing system and method for fairness-aware quantization of deep-learning AI models" was invented by Payam Pourashraf (Arlington Heights, Ill.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Disclosed herein is a computing platform configured to (i) for a deep-learning AI model, determine a respective fairness-importance score of a respective parameter for at least a subset of the deep-learning AI model's parameters that quantifies how much the respective parameter influences generating fair predictions across a plurality of demographic groups, (ii) carry out an optim...