US Patent Issued to GOOGLE on July 29 for "Controlled adaptive optimization" (New York, New Jersey, California Inventors)

ALEXANDRIA, Va., July 30 -- United States Patent no. 12,373,692, issued on July 29, was assigned to GOOGLE LLC (Mountain View, Calif.).

"Controlled adaptive optimization" was invented by Sashank Jakkam Reddi (Jersey City, N.J.), Sanjiv Kumar (Jericho, N.Y.), Manzil Zaheer (Mountain View, Calif.) and Satyen Chandrakant Kale (New York).

According to the abstract* released by the U.S. Patent & Trademark Office: "Generally, the present disclosure is directed to systems and methods that perform adaptive optimization with improved convergence properties. The adaptive optimization techniques described herein are useful in various optimization scenarios, including, for example, training a machine-learned model such as, for example, a neural netwo...