System, method, and computer program product for incorporating knowledge from more complex models in simpler models
US12039458B2 · kind B2 · utility
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20Claims
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Key dates
| Filing date | Jan 10, 2019 |
| Grant date | Jul 16, 2024 |
| Priority date | — |
| Expiry date | Feb 25, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/084
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A system, method, and computer program product for incorporating knowledge from more complex models in simpler models. A method may include obtaining first training data associated with a first set of features and second training data associated with a second set of features different than the first set of features; training a first model based on the first training data and the second training data; and training a second model, using a loss function that depends on an output of an intermediate layer of the first model and an output of the second model, based on the second training data.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.