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. 26, 2022

Filed:

Jun. 21, 2019
Applicant:

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

Inventors:

Daniel Sairom Krishnan Hewlett, Sunnyvale, CA (US);

Dan Liu, Santa Clara, CA (US);

Qi Guo, Sunnyvale, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/2457 (2019.01); G06N 3/04 (2006.01); G06F 17/15 (2006.01); G06F 17/18 (2006.01);
U.S. Cl.
CPC ...
G06F 16/24578 (2019.01); G06F 17/15 (2013.01); G06F 17/18 (2013.01); G06N 3/04 (2013.01);
Abstract

In an example embodiment, a platform is provided that utilizes information available to a computer system to feed a neural network. The neural network is trained to determine both the probability that a searcher would select a given potential search result if it was presented to him or her and the probability that a subject of the potential search result would respond to a communication from the searcher. These probabilities are combined to produce a single score that can be used to determine whether to present the searcher with the potential search result and, if so, how high to rank the potential search result among other search results. During the training process, a rescaling transformation for each input feature is learned and applied to the values for the input features.


Find Patent Forward Citations

Hewlett, Daniel Sairom Krishnan. (2022). Rescaling layer in neural network (U.S. Patent No. 11397742). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11397742

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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