Graph-based framework for multi-task multi-view learning
US8990128B2 · kind B2 · utility
10Cited by
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27Claims
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Key dates
| Filing date | Jun 5, 2012 |
| Grant date | Mar 24, 2015 |
| Priority date | — |
| Expiry date | Feb 2, 2033 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F18/2431
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A system and method a Multi-Task Multi-View (M2TV) learning problem. The method uses the label information from related tasks to make up for the lack of labeled data in a single task. The method further uses the consistency among different views to improve the performance. It is tailored for the above complicated dual heterogeneous problems where multiple related tasks have both shared and task-specific views (features), since it makes full use of the available information.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.