US Patent Issued to Amazon Technologies on May 6 for "Adaptive machine learning training via in-flight feature modification" (California, New York Inventors)

ALEXANDRIA, Va., June 10 -- United States Patent no. 12,293,262, issued on May 6, was assigned to Amazon Technologies Inc. (Seattle).

"Adaptive machine learning training via in-flight feature modification" was invented by Andrea Olgiati (Gilroy, Calif.), Hyunsu Cho (Menlo Park, Calif.), Rahul Iyer (Redwood City, Calif.) and Laurence Louis Eric Rouesnel (New York).

According to the abstract* released by the U.S. Patent & Trademark Office: "Techniques for adaptive machine learning training via in-flight feature modification are described. A training monitor captures training data during the training of a machine learning model, and a metric generator creates metrics such as feature importance metrics based on the data. A rule evaluation eng...