Mark Eberstein

Title: Mark Eberstein: Innovator in Machine Learning

Introduction

Mark Eberstein is a notable inventor based in Marina Del Rey, California. He has made significant contributions to the field of machine learning, holding a total of six patents. His work focuses on developing systems and methods that enhance the fairness and efficacy of machine learning models.

Latest Patents

One of Mark Eberstein's latest patents is titled "Systems and methods for intelligent generation and assessment of candidate less discriminatory alternative machine learning models." This innovative system involves obtaining both an incumbent model and a candidate model. It generates a variety of synthetic model input datasets and computes performance and fairness efficacy metrics for both models. The process includes assessing model output data and computing a disparity-mitigating model viability score for the candidate model. The results are then displayed through a graphical user interface, providing a comprehensive representation of the candidate model's viability.

Career Highlights

Throughout his career, Mark Eberstein has worked with several prominent companies, including Fairness-as-a-Service, Inc. and Oath (Americas) Inc. His experience in these organizations has allowed him to refine his expertise in machine learning and model assessment.

Collaborations

Mark has collaborated with notable professionals in his field, including John Wickens-Lamb Merrill and Kareem Saleh. These collaborations have contributed to the advancement of his innovative projects and patents.

Conclusion

Mark Eberstein is a distinguished inventor whose work in machine learning continues to influence the industry. His patents reflect a commitment to improving model fairness and efficacy, showcasing his innovative spirit and dedication to technological advancement.