US Patent Issued to Amazon Technologies on Dec. 16 for "Programmatically updating machine learning models" (Massachusetts Inventors)

ALEXANDRIA, Va., Dec. 16 -- United States Patent no. 12,499,309, issued on Dec. 16, was assigned to Amazon Technologies Inc. (Seattle).

"Programmatically updating machine learning models" was invented by Elizabeth Dekeyser (Arlington, Mass.), Nicholas Comment (Cambridge, Mass.) and Shermin Pei (Somerville, Mass.).

According to the abstract* released by the U.S. Patent & Trademark Office: "The present disclosure provide techniques for automated machine learning (ML) training based on updating training data based on model performance. A system can determine a sample pattern from input data to be used for training a model. The system determines a training dataset and a test dataset including multiple samples corresponding to the sample patte...