Federated learning
US12353973B2 · kind B2 · utility
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20Claims
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Assignee
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Key dates
| Filing date | Sep 17, 2021 |
| Grant date | Jul 8, 2025 |
| Priority date | — |
| Expiry date | Feb 15, 2044 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A processor may receive local updates for a current global model from a plurality of client computing devices, each local update being determined by one of the plurality of client computing devices based on a local dataset on the client computing device. The processor may determine a domain-specific aggregate of the local updates from each subset of the plurality of client computing devices. The processor may determine an updated global model based on the domain-specific aggregate of the local updates for each subset of the plurality of client computing devices.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.