Huiyan Zhao

Title: Huiyan Zhao: Innovator in Fairness Aware Optimization

Introduction

Huiyan Zhao is a prominent inventor based in Plano, TX (US). She has made significant contributions to the field of optimization through her innovative patent. Her work focuses on fairness aware optimization, which is crucial in various applications.

Latest Patents

Huiyan Zhao holds a patent titled "System and method for fairness aware optimization with features quantization." This patent discloses various methods and processes, apparatuses or systems, and media for performing fairness aware optimization. The present disclosure provides acquiring and quantizing a plurality of input features for an application. It also includes binning of each of the plurality of input features quantized so that each of the plurality of input features is assigned to a bin among a plurality of bins. This process provides a matrix of bin membership for each of the plurality of applications. A vector is then generated based on the matrix of bin membership for evaluating the generated vector against a target value and the presence of disparity in outcome for a protected input feature. Once a coefficient vector that optimizes an output while negating any disparity in outcome for the protected input feature is identified, an optimization model is updated with such coefficient vector for subsequent processing. Huiyan Zhao has 1 patent to her name.

Career Highlights

Huiyan Zhao is currently employed at JPMorgan Chase Bank, N.A., where she applies her expertise in optimization. Her work is instrumental in developing systems that ensure fairness in various applications.

Collaborations

Huiyan has collaborated with notable colleagues, including Ivan Brugere and Michael Hosking. Their teamwork has contributed to advancements in the field of optimization.

Conclusion

Huiyan Zhao is a trailblazer in the realm of fairness aware optimization, with her innovative patent showcasing her expertise and dedication to the field. Her contributions are paving the way for more equitable systems in technology.