US Patent Issued to HITACHI on April 21 for "Method for reducing bias in deep learning classifiers using ensembles" (California Inventors)

ALEXANDRIA, Va., April 21 -- United States Patent no. 12,608,595, issued on April 21, was assigned to HITACHI LTD. (Tokyo).

"Method for reducing bias in deep learning classifiers using ensembles" was invented by Dipanjan Ghosh (Santa Clara, Calif.), Ahmed Farahat (Santa Clara, Calif.) and Chetan Gupta (San Mateo, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Example implementations described herein are directed to systems and methods for generating a model ensemble to reduce bias, the method involving training a plurality of machine learning models from data, each of the plurality of machine learning models trained from a first subset of the data and validated from a second subset of the data, each o...