US Patent Issued to Adobe on May 13 for "Model insights framework for providing insight based on model evaluations to optimize machine learning models" (California Inventors)

ALEXANDRIA, Va., June 12 -- United States Patent no. 12,299,541, issued on May 13, was assigned to Adobe Inc. (San Jose, Calif.).

"Model insights framework for providing insight based on model evaluations to optimize machine learning models" was invented by Sathya Arun (Fremont, Calif.), Nirmal Mani (Sunnyvale, Calif.) and Ashok Pancily Poothiyot (San Jose, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Methods and systems are provided for evaluating providing insight into complex machine learning models to facilitate optimization of the models at scale. In particular, a system can guide and/or implement model training and evaluation in various machine learning environments. Further, the system is cap...