Patent · US Active

Non-transitory computer-readable storage medium, learning method, and learning device

US11367003B2 · kind B2 · utility

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13Claims
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Key dates

Filing dateApr 6, 2018
Grant dateJun 21, 2022
Priority date
Expiry dateMar 25, 2041

Classification

  • Technology area (CPC G)Physics
  • CPC primaryG06N3/0985
  • WIPO fieldComputer technology
  • WIPO sectorElectrical engineering

Abstract

A non-transitory computer-readable storage medium storing a program that causes a computer to execute a process, the process including obtaining a feature quantity of input data by using a feature generator, generating a first output based on the feature quantity by using a supervised learner for labeled data, generating a second output based on the feature quantity by using an unsupervised learning processing for unlabeled data, and changing a contribution ratio between a first error and a second error in a learning by the feature generator, the first error being generated from the labeled data and the first output, the second error being generated from the unlabeled data and the second output.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.