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. 17, 2023
Filed:
Jun. 29, 2018
Amazon Technologies, Inc., Seattle, WA (US);
Shikha Aggarwal, Seattle, WA (US);
Nikolaos Chatzipanagiotis, Seattle, WA (US);
Shivani Matta, Redmond, WA (US);
Pragyana K. Mishra, Seattle, WA (US);
Anil Padia, Redmond, WA (US);
Nikhil Raina, Seattle, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Aspects of the present disclosure relate to machine learning techniques for identifying the incremental impact of different past events on the likelihood that a target outcome will occur. The technology can use a recurrent neural network to analyze two different representations of an event sequence—one in which some particular event occurs, and another in which that particular event does not occur. The incremental impact of that particular event can be determined based on the calculated difference between the probabilities of the target outcome occurring after these two sequences.