Patents by Inventor Yuheng Bu

Yuheng Bu 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).

  • FAIR SELECTIVE CLASSIFICATION VIA A VARIATIONAL MUTUAL INFORMATION UPPER BOUND FOR IMPOSING SUFFICIENCY
    Publication number: 20230206114
    Abstract: One or more group-specific aggregate losses, one or more group-agnostic aggregate losses, and a joint loss are computed. A regularizer loss is computed based on the one or more group-specific aggregate losses and the one or more group-agnostic aggregate losses. One or more group-specific models are trained based on the one or more group-specific aggregate losses. A feature extractor is updated based on the regularizer loss and a joint classifier is updated based on the joint loss.
    Type: Application
    Filed: December 29, 2021
    Publication date: June 29, 2023
    Inventors: Joshua Ka-Wing Lee, Yuheng Bu, Deepta Rajan, Prasanna Sattigeri, Subhro Das, Rameswar Panda, Gregory Wornell