公开(公告)号：US11605021B1

公开(公告)日：2023-03-14

申请号：US16588245

申请日：2019-09-30

Applicant: Amazon Technologies, Inc.

Inventor： Vineet Khare ,  Saurabh Gupta ,  Yijie Zhuang ,  Bharathan Balaji ,  Runfei Luo ,  Siddhartha Agarwal

IPC: G06N5/04 ,  G06N20/00 ,  G06N20/20 ,  G06N5/046

Abstract: Techniques for iterative model training and deployment for automated learning systems are described. A method of iterative model training and deployment for automated learning systems comprises generating training data based on inference data, provided by a first version of a model hosted at an endpoint of a machine learning service, and feedback data, received from a client application, using an identifier associated with the inference data and the feedback data, generating a second version of the model using the training data, and deploying the model to the endpoint of the machine learning service.