US Patent Issued to International Business Machines on March 24 for "Dynamically tuning hyperparameters during ML model training" (New York Inventors)

ALEXANDRIA, Va., March 24 -- United States Patent no. 12,585,960, issued on March 24, was assigned to International Business Machines Corp. (Armonk, N.Y.).

"Dynamically tuning hyperparameters during ML model training" was invented by Yuan-Chi Chang (Armonk, N.Y.), Venkata Nagaraju Pavuluri (New Rochelle, N.Y.), Dharmashankar Subramanian (White Plains, N.Y.) and Timothy Rea Dinger (Croton-on-Hudson, N.Y.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method of automatically tuning hyperparameters includes receiving a hyperparameter tuning strategy. Upon determining that one or more computing resources exceed their corresponding predetermined quota, the hyperparameter tuning strategy is rejected. Upon determ...