US Patent Issued to Hewlett Packard Enterprise Development on Jan. 13 for "Machine learning model bias detection and mitigation" (California Inventors)

ALEXANDRIA, Va., Jan. 13 -- United States Patent no. 12,524,500, issued on Jan. 13, was assigned to Hewlett Packard Enterprise Development LP (Spring, Texas).

"Machine learning model bias detection and mitigation" was invented by Sai Rahul Chalamalasetti (Milpitas, Calif.), Dejan S. Milojicic (Milpitas, Calif.) and Sergey Serebryakov (Milpitas, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Testing for bias in a machine learning (ML) model in a manner that is independent of the code/weights deployment path is described. If bias is detected, an alert for bias is generated, and optionally, the ML model can be incrementally re-trained to mitigate the detected bias. Re-training the ML model to mitigate th...