Patents by Inventor Zhi E. ZHANG

Zhi E. ZHANG 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).

  • Optimized bias self-detection based on performance and importance
    Patent number: 12204612
    Abstract: Embodiments of the present disclosure provide systems and methods for implementing self-bias detection based on performance and importance. A disclosed computer implemented method aggregates continuous input data through a K-means clustering algorithm to reduce the number of aggregated sub-group data pairs, enabling a reduced calculation time for computing bias and enhanced performance. The self-bias detection identifies a scale factor and a balance factor of aggregated sub-group data pairs, which indicate the importance of the detected bias.
    Type: Grant
    Filed: June 28, 2023
    Date of Patent: January 21, 2025
    Assignee: International Business Machines Corporation
    Inventors: Ze Ming Zhao, Peng Hui Jiang, Xiao Tian Xu, Wenjing Liao, Zhi E. Zhang
  • OPTIMIZED BIAS SELF-DETECTION BASED ON PERFORMANCE AND IMPORTANCE
    Publication number: 20250005107
    Abstract: Embodiments of the present disclosure provide systems and methods for implementing self-bias detection based on performance and importance. A disclosed computer implemented method aggregates continuous input data through a K-means clustering algorithm to reduce the number of aggregated sub-group data pairs, enabling a reduced calculation time for computing bias and enhanced performance. The self-bias detection identifies a scale factor and a balance factor of aggregated sub-group data pairs, which indicate the importance of the detected bias.
    Type: Application
    Filed: June 28, 2023
    Publication date: January 2, 2025
    Inventors: Ze Ming ZHAO, Peng Hui JIANG, Xiao Tian XU, Wenjing LIAO, Zhi E. ZHANG