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:
Jan. 06, 2026

Filed:

Aug. 30, 2021
Applicant:

T-mobile Usa, Inc., Bellevue, WA (US);

Inventors:

Jim Song, Atlanta, GA (US);

Sabitha Vikram, Alpharetta, GA (US);

Ketaki Bhalerao, Bellevue, WA (US);

Andreas Hindman, Bellevue, WA (US);

Srikanth Reddy Annadi, Bellevue, WA (US);

Winnie Chan, Bellevue, WA (US);

Assignee:

T-Mobile USA, Inc., Bellevue, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01);
Abstract

A computer system receives a training data set that includes representations of a population of entities that are associated with a target action. Each representation in the training data set including a set of attributes of a respective entity and a time the target action associated with the respective entity occurred. The computer system segments the training data set into multiple time periods, then trains a model to identify, for each of the multiple time periods, an attribute that is correlated with a likelihood that the target action will occur with respect to an entity having the identified attribute during a corresponding time period. The computer system uses the model to perform a first operation for a first set of entities in a first time period and perform a second operation for a second set of entities in a second time period.


Find Patent Forward Citations

Song, Jim. (2026). Time-restricted machine learning models (U.S. Patent No. 12518201). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12518201

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

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