Patents by Inventor Tianyue Mao

Tianyue Mao 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).

  • SYSTEMS AND METHODS FOR GENERATING MODELS FOR CLASSIFYING IMBALANCED DATA
    Publication number: 20210287136
    Abstract: A classification modeling system receives a request to identify a classification model from a set of classification models. The request includes a data set and specifies one or more metrics for evaluating performance of the set of classification models in classifying data from the data set. The system uses the set of classification models to generate a set of classifications and determines the performance of the set of classification models based on the set of classifications and according to the one or more metrics. Based on the performance of the set of classification models, the system selects a classification model and provides the classification model to fulfill the request.
    Type: Application
    Filed: March 10, 2021
    Publication date: September 16, 2021
    Applicant: Synchrony Bank
    Inventors: Amitabha Das, Akhil Sajitha Sreehari, Tianyue Mao, Kexuan Zou