MUMBAI, India, April 10 -- Intellectual Property India has published a patent application (202441076406 A) filed by Hewlett Packard Enterprise Development Lp, Spring, U.S.A., on Oct. 8, 2024, for 'modular machine learning models.'
Inventor(s) include Sathyanarayanan Manamohan.
The application for the patent was published on April 10, under issue no. 15/2026.
According to the abstract released by the Intellectual Property India: "Systems and methods are provided for generating modular, more explainable machine learning data structures. The system can comprise two main phases, including setting up the system during a constructing phase and utilizing the system during an inference/prediction phase. During the constructing phase, the system may generate an ontology that identifies features and structural constraints of the features, as well as a superclass based on the ontology. During the inference/prediction phase, a new input image is received and compared with features and constraints defined in the ontology. Based on the comparison, the system can generate an identification of the superclass for the new input image, explain why the input corresponds with the superclass, identify any features that are missing in order for the input to correspond with the superclass, and provide the explanation and input to a display/interface."
Disclaimer: Curated by HT Syndication.
