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:
Sep. 07, 2021
Filed:
Nov. 16, 2017
Google Llc., Mountain View, CA (US);
Justin Lewis, Marina Del Rey, CA (US);
Thomas Price, San Francisco, CA (US);
Google LLC, Mountain View, CA (US);
Abstract
A system and method are disclosed for training a machine learning model using information pertaining to transmissions of one or more media items to user devices associated with a user account. In an implementation, training data for the machine learning model includes first contextual information associated with a first user device and second contextual information associated with a second user device. The number of the transmissions to the user devices for the user account exceeds a threshold number of transmissions allowed for the user account. Training data further includes generating a first target output that identifies an indication of a preference of a user preference to keep or cancel each of the transmission. The method includes providing the training data to train the machine learning model. The trained machine learning model may be used to determine which of the new transmissions is to be canceled.