ALEXANDRIA, Va., Oct. 21 -- United States Patent no. 12,443,839, issued on Oct. 14, was assigned to Microsoft Technology Licensing LLC (Redmond, Wash.).
"Hyperparameter transfer via the theory of infinite-width neural networks" was invented by Jingfeng Hu (Redmond, Wash.), Ge Yang (Redmond, Wash.), Xiaodong Liu (Redmond, Wash.) and Jianfeng Gao (Woodinville, Wash.).
According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and method are provided that are directed to tuning a hyperparameter associated with a small neural network model and transferring the hyperparameter to a large neural network model. At least one neural network model may be received along with a request for one or more tuned hyperparameters. Pr...