Andrew Thomas Marshall

Title: Innovations by Andrew Thomas Marshall

Introduction

Andrew Thomas Marshall is an accomplished inventor based in Redmond, WA (US). He has made significant contributions to the field of technology, particularly in machine learning and user interface design. With a total of 2 patents, his work reflects a commitment to advancing innovative solutions in the tech industry.

Latest Patents

Marshall's latest patents include "Adversarial training to minimize data poisoning attacks" and "Automatic resource translation." The first patent focuses on techniques that enable systems to train machine learning models using benign augmentation to resist various data poisoning attacks. This process involves training a model with a trustworthy initial dataset, modifying it to include known attack triggers, and then using this augmented dataset to create a robust model capable of detecting and resisting attacks. The second patent presents a novel technique for translating strings displayed on user interface elements without relying on a dictionary. This method identifies the user interface element and accesses a list to find the corresponding string in a second language, ensuring reliable translations.

Career Highlights

Andrew Thomas Marshall is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and develop new technologies. His work has had a significant impact on the way machine learning models are trained and how user interfaces are designed.

Collaborations

Marshall has collaborated with notable colleagues, including Hilal Ramadan Shaath and Reena Agarwal, contributing to a dynamic and innovative work environment.

Conclusion

Andrew Thomas Marshall's contributions to technology through his patents demonstrate his expertise and commitment to innovation. His work in machine learning and user interface design continues to influence the industry positively.