Patents by Inventor Piyush Bansal

Piyush Bansal 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).

  • Automated generation of machine learning models
    Patent number: 11348032
    Abstract: Machine-trained models are generated based on a model description that defines parameters for training the model and that can inherit parameters from parent model descriptions. When a parent model description changes, the changes made to the parent model description are applied to the model description automatically. When a target model is re-generated, a description of the set of parameters for generating the target model is received. The parent model is then identified from the received description, and a description of the set of parameters for generating the parent model is retrieved. Using the description for the target model and the parent model, a pipeline for generating the target model is generated. Finally, the pipeline is executed to generate the target model.
    Type: Grant
    Filed: September 2, 2018
    Date of Patent: May 31, 2022
    Assignee: Meta Platforms, Inc.
    Inventors: Jurgen Anne Francois Marie Van Gael, Yu Ning, Hao Shi, Fei Xie, Bingyue Peng, Shyamsundar Rajaram, Xin Liu, Zhen Yao, Peng Yang, Robert Oliver Burns Zeldin, Piyush Bansal