Intellectual Property India Publishes Patent Application for 'Utilizing Elastic Weight Consolidation (EWC) Loss Term(S) To Mitigate Catastrophic Forgetting In Federated Learning Of Machine Learning Model(S)' Filed by Google Llc

MUMBAI, India, March 7 -- Intellectual Property India has published a patent application (202427072817 A) filed by Google Llc, Mountain View, U.S.A., on Sept. 26, 2024, for 'utilizing elastic weight consolidation (ewc) loss term(s) to mitigate catastrophic forgetting in federated learning of machine learning model(s).'

Inventor(s) include Hard Andrew; Partridge Kurt; Mathews Rajiv; and Augenstein Sean.

The application for the patent was published on March 7, under issue no. 10/2025.

According to the abstract released by the Intellectual Property India: "Implementations disclosed herein are directed to utilizing elastic weight consolidation (EWC) loss term(s) in federated learning of global machine learning (ML) models. Implementations ma...