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:
Jan. 25, 2022
Filed:
Oct. 12, 2020
Applicant:
Tamr, Inc., Cambridge, MA (US);
Inventors:
George Beskales, Waltham, MA (US);
John Kraemer, Somerville, MA (US);
Ihab F. Ilyas, Waterloo, CA;
Liam Cleary, Dublin, IE;
Paul Roome, Oakland, CA (US);
Assignee:
TAMR, INC., Cambridge, MA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/35 (2019.01); G06N 20/00 (2019.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G06F 16/353 (2019.01); G06K 9/6282 (2013.01); G06N 20/00 (2019.01);
Abstract
Given a number of records and a number of target classes to which these records belong to, a (weakly) supervised machine learning classification method leverages known possibly dirty classification rules, efficiently and accurately learns a classification model from training data, and applies the learned model to the data records to predict their classes.