Yue Tan

Title: Innovations by Yue Tan in Fairness Aware Optimization

Introduction

Yue Tan is an accomplished inventor based in Lewis Center, DE (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

Yue Tan 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 feature is assigned to a bin among a plurality of bins. This process results in a matrix of bin membership for each application. A vector is then generated based on this matrix for evaluating 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 is identified, an optimization model is updated with this coefficient vector for subsequent processing. Yue Tan has 1 patent to her name.

Career Highlights

Yue Tan 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

Yue has collaborated with notable colleagues such as Ivan Brugere and Michael Hosking, contributing to a dynamic work environment that fosters innovation.

Conclusion

Yue Tan's contributions to fairness aware optimization highlight her role as a leading inventor in her field. Her innovative approaches are paving the way for more equitable systems in technology.