Intellectual Property India Publishes Patent Application for Adaptive System For Bias-Driven And Utility-Aware Controlled Memory Decay In Machine Learning Models

MUMBAI, India, Oct. 26 -- Intellectual Property India has published a patent application (202611113012 A) filed by Chandigarh University on September 21, 2026, for Adaptive System For Bias-Driven And Utility-Aware Controlled Memory Decay In Machine Learning Models.

Inventors include Hitesh Kumar; Sachin Yadav; and Dr. Prabhjot Kaur.

The application for the patent was published on October 23, 2026, under issue no. 43/2026.

Abstract: Adaptive System for Bias-Driven and Utility-Aware Controlled Memory Decay in Machine Learning Models relates to machine learning model lifecycle management. A deployed machine learning model is monitored during inference to identify learned parameter paths and to obtain Usage, Bias Risk and Staleness scores. A...