Client-specific validation for migrating to a version of a machine learning model using client-supplied test data
US11610143B1 · kind B1 · utility
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20Claims
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Key dates
| Filing date | Jun 29, 2020 |
| Grant date | Mar 21, 2023 |
| Priority date | — |
| Expiry date | Jun 2, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A network-based service may provide a machine learning model for different clients. The network-based service may implement an interface that allows a client to identify a test data set for validating versions of the machine learning model specifically for the client. When a new version of the machine learning model is created, a validation test using the test data set identified by the client may be used. Results of the validation test may be used to make a decision regard whether to migrate workloads for the client to the new version of the machine learning model.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.