Joseph Zweier

Title: Joseph Zweier: Innovator in Fairness Aware Optimization

Introduction

Joseph Zweier is an accomplished inventor based in Columbus, OH (US). He has made significant contributions to the field of optimization through his innovative patent. His work focuses on ensuring fairness in various applications, which is increasingly important in today's technology-driven world.

Latest Patents

Joseph Zweier 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 includes binning 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 to evaluate 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 is identified, the optimization model is updated for subsequent processing. Joseph Zweier has 1 patent to his name.

Career Highlights

Joseph Zweier is currently employed at JPMorgan Chase Bank, N.A., where he applies his expertise in optimization. His work is crucial in developing systems that ensure fairness in various applications, which is a growing concern in the tech industry.

Collaborations

Joseph has collaborated with notable colleagues such as Ivan Brugere and Michael Hosking. Their combined efforts contribute to the advancement of fairness aware optimization technologies.

Conclusion

Joseph Zweier is a notable inventor whose work in fairness aware optimization is paving the way for more equitable technology solutions. His contributions are essential in addressing disparities in outcomes, making a significant impact in the field.