US Patent Issued to Oracle International on July 21 for "Time-bound hyperparameter tuning" (Indian, American Inventors)

ALEXANDRIA, Va., July 21 -- United States Patent no. 12,688,463, issued on July 21, was assigned to Oracle International Corp. (Redwood Shores, Calif.).

"Time-bound hyperparameter tuning" was invented by Ankit Kumar Aggarwal (Mumbai, India), Vikas Pandey (Bengaluru, India), Chirag Ahuja (Delhi, India), Jie Xing (Redmond, Wash.) and Hariharan Balasubramanian (Redmond, Wash.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Techniques for time-bound hyperparameter tuning are disclosed. The techniques enable the determination of optimized hyperparameters for a machine learning (ML) model given a specified time bound using a three-stage approach. A series of trials are executed, during each of which the ML model is...