US Patent Issued to Advanced Micro Devices on July 7 for "Fingerprinting data to detect variances" (Washington Inventors)

ALEXANDRIA, Va., July 7 -- United States Patent no. 12,676,141, issued on July 7, was assigned to Advanced Micro Devices Inc. (Santa Clara, Calif.).

"Fingerprinting data to detect variances" was invented by Ian Ferreira (Issaquah, Wash.), Miller Tracy (Seattle) and Eric Hullander (Edmonds, Wash.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A system and method for characterizing the data used to train a model for machine learning inference. Training data and production data may both be fingerprinted, and the fingerprints may be compared to detect undesirable variances between training and production data. This may allow performance issues relating to differences in the training data set versus the productio...