US Patent Issued to Microsoft Technology Licensing on July 8 for "Machine learning approach for solving the cold start problem in stateful models" (Israeli Inventors)

ALEXANDRIA, Va., July 9 -- United States Patent no. 12,355,786, issued on July 8, was assigned to Microsoft Technology Licensing LLC (Redmond, Wash.).

"Machine learning approach for solving the cold start problem in stateful models" was invented by Andrey Karpovsky (Kiryat Motzkin, Israel) and Idan Hen (Tel-Aviv, Israel).

According to the abstract* released by the U.S. Patent & Trademark Office: "A computing system generates from received user input an initial profile. The initial profile specifies expected behavioral patterns of datasets that are to be received by the computing system. The computing system extracts from received datasets features that are indicative of behavioral patterns of the received datasets. The computing system pr...