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:
Aug. 01, 2023
Filed:
Jul. 12, 2019
Ashish Shrivastava, Santa Clara, CA (US);
Cuneyt Oncel Tuzel, Cupertino, CA (US);
Shahab Kaynama, Mountain View, CA (US);
Ashish Shrivastava, Santa Clara, CA (US);
Cuneyt Oncel Tuzel, Cupertino, CA (US);
Shahab Kaynama, Mountain View, CA (US);
APPLE INC., Cupertino, CA (US);
Abstract
A method includes obtaining a time-series of training samples that include one or more states, a ground truth value, an output value produced in the presence of the one or more states, and an actual error value that is defined as a difference between the ground truth value and the output value. The method also includes training a machine learning model using the time-series of training samples such that the machine learning model is configured to determine a condition-dependent error distribution for a current time step based on simulated states for the current time step.