Ricky Dee Tharrington, Jr

Title: Innovations of Ricky Dee Tharrington, Jr.

Introduction

Ricky Dee Tharrington, Jr. is an accomplished inventor based in Fuquay-Varina, North Carolina. He has made significant contributions to the field of machine learning, particularly in developing systems that mitigate bias in predictive modeling. With a total of four patents to his name, Tharrington's work is at the forefront of innovation in technology.

Latest Patents

Tharrington's latest patents include "Cutoff value optimization for bias mitigating machine learning training system with multi-class target" and "Bias mitigating machine learning training system with multi-class target." The first patent describes a computing device that trains a fair prediction model while defining an optimal event cutoff value. This process involves training a prediction model with observation vectors, executing the model to define a predicted target variable value, and computing a conditional moments matrix based on fairness constraints. The method iteratively updates the event cutoff value to define an optimal value for accurate predictions.

The second patent focuses on training a fair prediction model using observation vectors. It involves computing weight values for each observation vector based on whether the predicted target variable value meets a predefined target event value. The model is retrained with weighted observation vectors, and the process continues until a stop criterion indicates completion. Both patents aim to enhance the fairness and accuracy of machine learning systems.

Career Highlights

Ricky Dee Tharrington, Jr. is currently employed at SAS Institute Inc., a leading analytics software company. His work at SAS has allowed him to apply his innovative ideas in a practical setting, contributing to advancements in machine learning technologies. Tharrington's expertise in developing bias mitigation strategies has positioned him as a key player in the field.

Collaborations

Tharrington has collaborated with notable colleagues, including Ralph Walter Abbey and Xin Jiang Hunt. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of cutting-edge technologies.

Conclusion

Ricky Dee Tharrington, Jr. is a prominent inventor whose work in machine learning is paving the way for more equitable and accurate predictive models. His contributions through patents and collaborations highlight his commitment to innovation in technology.