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:
May. 12, 2020
Filed:
Jul. 31, 2015
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Rupesh Gupta, Sunnyvale, CA (US);
Hsiao-Ping Tseng, Fremont, CA (US);
Ravi Kiran Holur Vijay, Mountain View, CA (US);
Romer E. Rosales, Burlingame, CA (US);
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
This disclosure relates to systems and methods that include configuring a machine learning system to train on a plurality of messages, the machine learning system to output an expected number of positive responses and an expected number of negative responses based on an input message, determining a threshold differential and a weight value using responses to the plurality of messages, and sending the input message in response to a differential between the expected number of positive responses and the weight multiplied by the expected number of negative responses being above the threshold differential.