US Patent Issued to Microsoft Technology Licensing on April 21 for "Generating a configuration portfolio including a set of model configurations" (Washington Inventors)

ALEXANDRIA, Va., April 21 -- United States Patent no. 12,608,644, issued on April 21, was assigned to Microsoft Technology Licensing LLC (Redmond, Wash.).

"Generating a configuration portfolio including a set of model configurations" was invented by Chi Wang (Redmond, Wash.) and Mohammad Saad Abdul Karim Kayali (Seattle).

According to the abstract* released by the U.S. Patent & Trademark Office: "This disclosure relates to implementing a configuration portfolio having a compact set of model configurations that are predicted to perform well with respect to a wide variety of input tasks. Systems described herein involve evaluating machine learning models with respect to a set of training tasks to generate a regret matrix based on accuracy o...