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.

Date of Patent:
Jul. 13, 2021

Filed:

Jun. 09, 2017
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Kim Henry Martin Laine, Seattle, WA (US);

Ran Gilad-Bachrach, Hogla, IL;

Melissa E. Chase, Seattle, WA (US);

Kristin Estella Lauter, Redmond, WA (US);

Peter Byerley Rindal, Corvallis, OR (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2019.01); G06N 5/00 (2006.01); G06N 5/04 (2006.01); G06F 16/27 (2019.01); H04L 9/08 (2006.01); G06F 17/18 (2006.01); G06K 9/62 (2006.01); G06N 20/00 (2019.01); G06F 21/62 (2013.01); G06F 17/11 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06F 16/27 (2019.01); G06F 17/11 (2013.01); G06F 17/18 (2013.01); G06F 21/6254 (2013.01); G06K 9/6261 (2013.01); G06N 3/04 (2013.01); G06N 3/084 (2013.01); G06N 5/003 (2013.01); G06N 20/00 (2019.01); H04L 9/085 (2013.01);
Abstract

Techniques for using different data sources for a predictive model are described. According to various implementations, techniques described herein enable different data sets to be used to generate a predictive model, while minimizing the risk that individual data points of the data sets will be exposed by the predictive model. This aids in protecting individual privacy (e.g., protecting personally identifying information for individuals), while enabling robust predictive models to be generated using data sets from a variety of different sources.


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