The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 29, 2024
Filed:
Apr. 22, 2021
Hewlett Packard Enterprise Development Lp, Houston, TX (US);
Sathyanarayanan Manamohan, Karnatka, IN;
Patrick Leon Gartenbach, Baden-Wurttemberg, DE;
Markus Philipp Wuest, Baden-Wurttemberg, DE;
Krishnaprasad Lingadahalli Shastry, Karnataka, IN;
Suresh Soundararajan, Karnataka, IN;
Hewlett Packard Enterprise Development LP, Spring, TX (US);
Abstract
A system and a method for training non-parametric Machine Learning (ML) model instances in a collaborative manner is disclosed. A non-parametric ML model instance is trained at each of a plurality of data processing nodes to obtain a plurality of non-parametric ML model instances. Each non-parametric ML model instance developed at each data processing node is shared with each of remaining data processing nodes of the plurality of data processing nodes. Each non-parametric ML model instance is processed through a trainable parametric combinator to generate a composite model at each of the plurality of data processing nodes. The composite model is trained at each of the plurality of data processing nodes, over the respective local dataset, using Swarm learning to obtain trained composite models.