公开(公告)号：US20250156733A1

公开(公告)日：2025-05-15

申请号：US18388403

申请日：2023-11-09

Applicant: STRIPE, INC.

Inventor： Sai Kiran Burle

IPC: G06N5/022

Abstract: A method for computing a prediction using a machine learning model includes: receiving a current data sample of a sequence of data samples; retrieving, from a data store, a state value representing a learned embedding of previous samples of the sequence of data samples; computing, by a recurrent neural network, based on the current data sample and the state value: an output value representing an inference regarding the current data sample; and an updated state value representing a learned embedding of the current data sample and the previous samples of the sequence of data samples; storing the updated state value in the data store; and outputting the output value regarding the current data sample.