Wasserstein barycenter model ensembling
US12254390B2 · kind B2 · utility
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Key dates
| Filing date | Apr 29, 2019 |
| Grant date | Mar 18, 2025 |
| Priority date | — |
| Expiry date | Jan 25, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06V10/80
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A method, system and apparatus of ensembling, including inputting a set of models that predict different sets of attributes, determining a source set of attributes and a target set of attributes using a barycenter with an optimal transport metric, and determining a consensus among the set of models whose predictions are defined on the source set of attributes.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.