The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 27, 2011
Filed:
Dec. 17, 2007
Guo-jun Qi, Beijing, CN;
Xian-sheng Hua, Beijing, CN;
Yong Rui, Sammamish, WA (US);
Hong-jiang Zhang, Beijing, CN;
Shipeng LI, Beijing, CN;
Guo-Jun Qi, Beijing, CN;
Xian-Sheng Hua, Beijing, CN;
Yong Rui, Sammamish, WA (US);
Hong-Jiang Zhang, Beijing, CN;
Shipeng Li, Beijing, CN;
Microsoft Corporation, Redmond, WA (US);
Abstract
Multi-label active learning may entail training a classifier with a set of training samples having multiple labels per sample. In an example embodiment, a method includes accepting a set of training samples, with the set of training samples having multiple respective samples that are each respectively associated with multiple labels. The set of training samples is analyzed to select a sample-label pair responsive to at least one error parameter. The selected sample-label pair is then submitted to an oracle for labeling.