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Systems and methods for facilitating network content generation via a dynamic multi-model approach

Grant US12586093B2 Kind: B2 Mar 24, 2026

Assignee

Stripe, LLC

Inventors

Mengjie Ding, Bo Xu, Jack Dent

Abstract

In some embodiments, a multi-model approach may be utilized to produce predictions with greater accuracy, which may then be used to generate content for one or more entities. In some embodiments, such models may include one or more machine learning models, heuristic models, exponential smoothing models, and/or other models. As an example, based on a processing volume corresponding to user data associated with a user, a first model may be selected for processing the user data over use of a second model for processing the user data. As such, based on the selection of the first machine learning model, the user data may be inputted into the first machine learning model to obtain a predicted result related to the user. Based on the predicted result, content for the user may be generated for display on a user device associated with the user.

CPC Classifications

G06N 20/00

Filing Date

2024-05-20

Application No.

18669203

Claims

20