Patents by Inventor Sima Behpour

Sima Behpour 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).

  • Publication number: 20230177332
    Abstract: A method includes accessing, using at least one processor of an electronic device, a machine learning model. The machine learning model is trained by directing a gradient direction of gradients to one or more flat local minima and using a dynamic learning rate for one or more additional tasks. The method also includes receiving, using the at least one processor, an input from an input source. The method further includes providing, using the at least one processor, the input to the machine learning model. The method also includes receiving, using the at least one processor, an output from the machine learning model. In addition, the method includes instructing, using the at least one processor, at least one action based on the output from the machine learning model.
    Type: Application
    Filed: December 2, 2022
    Publication date: June 8, 2023
    Inventors: Sima Behpour, Yilin Shen, Hongxia Jin