Task-oriented machine learning and a configurable tool thereof on a computing environment
US11586919B2 · kind B2 · utility
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20Claims
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Key dates
| Filing date | Jun 12, 2020 |
| Grant date | Feb 21, 2023 |
| Priority date | — |
| Expiry date | Jun 26, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06Q40/06
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A task-based learning using task-directed prediction network can be provided. Training data can be received. Contextual information associated with a task-based criterion can be received. A machine learning model can be trained using the training data. A loss function computed during training of the machine learning model integrates the task-based criterion, and minimizing the loss function during training iterations includes minimizing the task-based criterion.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.