Patents by Inventor Ruofei Yu

Ruofei Yu has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Benchmarking machine learning models via performance feedback
    Patent number: 10949252
    Abstract: Techniques for benchmarking a machine learning model/algorithm are described. For example, in some instances a method includes generating an execution plan for benchmarking of at least one task corresponding to a machine learning model based on an identified machine learning model, identified training data, and at least one objective for the benchmarking job; receiving execution statistics about the execution of the task as a part of the benchmarking job according to the execution plan; and updating the execution plan based at least in part on the received execution statistics of the task.
    Type: Grant
    Filed: February 13, 2018
    Date of Patent: March 16, 2021
    Assignee: Amazon Technologies, Inc.
    Inventors: Sandeep Krishnamurthy, Jiajie Chen, Jonathan Esterhazy, Naveen Mysore Nagendra Swamy, Ruofei Yu, Yao Wang, Roshani Nagmote, Hagay Lupesko, Vikram Madan