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:
Feb. 20, 2024
Filed:
Dec. 05, 2022
Google Llc, Mountain View, CA (US);
Chetan Pitambar Bhole, Mountain View, CA (US);
Tanmay Khirwadkar, Fremont, CA (US);
Sourabh Prakash Bansod, Mountain View, CA (US);
Sanjay Mangla, San Jose, CA (US);
Deepak Ramamurthi Sivaramapuram Chandrasekaran, San Jose, CA (US);
Google LLC, Mountain View, CA (US);
Abstract
A simulation test is run on a first machine learning model trained using first training data historically collected over a time period. The first training data includes a set of training inputs and a set of target outputs. In response to a determination that a result of the simulation test run on the first machine learning model satisfies one or more criteria, a size of the set of target outputs of the first training data is determined. Second training data for training a second machine learning model is obtained. A size of a set of target outputs of the second training data meets or exceeds the size of the target outputs of the first training data. The second machine learning model is trained using the second training data.