US Patent Issued to Oracle International on Aug. 19 for "Systems and methods for optimizing machine learning models by summarizing list characteristics based on multi-dimensional feature vectors" (California Inventors)

ALEXANDRIA, Va., Aug. 20 -- United States Patent no. 12,393,860, issued on Aug. 19, was assigned to Oracle International Corp. (Redwood Shores, Calif.).

"Systems and methods for optimizing machine learning models by summarizing list characteristics based on multi-dimensional feature vectors" was invented by Sudhakar Kalluri (Cupertino, Calif.) and Swetha Krishnakumar (San Carlos, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Techniques for summarizing lists for machine learning operations are disclosed. In some embodiments, a machine learning system generates feature vectors for a set of items based on varying values among a set of feature attributes. The system further generates, based on the featur...