US Patent Issued to The Huntington National Bank on Oct. 20 for "Training machine learning models based on class-aware bias mitigation" (Ohio Inventors)

ALEXANDRIA, Va., Oct. 21 -- United States Patent no. 12,770,066, issued on Oct. 20, was assigned to The Huntington National Bank (Columbus, Ohio).

"Training machine learning models based on class-aware bias mitigation" was invented by Robert Carnell (Columbus, Ohio), Daniel R. Tuthill (Columbus, Ohio), Jingyu Song (Columbus, Ohio) and Xuelei Yuan (Columbus, Ohio).

According to the abstract* released by the U.S. Patent & Trademark Office: "Techniques relate to detecting and reducing bias in regression-based machine learning models. A baseline model is trained using a regression algorithm and a baseline training data set comprising examples with independent parameters and corresponding continuous dependent values. A classification algorithm...