Company Filing History:
Years Active: 2022
Title: Thomas Whitehead: Innovator in Machine Learning Model Interpretation
Introduction
Thomas Whitehead is a prominent inventor based in Cambridge, MA (US). He has made significant contributions to the field of machine learning, particularly in the interpretation of model predictions. His innovative work has garnered attention in the tech community, showcasing the importance of understanding machine learning outputs.
Latest Patents
Thomas Whitehead holds a patent for "Systems and methods for machine learning model interpretation." This patent describes systems and methods for interpreting machine learning model predictions. An example method includes providing a machine learning model configured to receive a plurality of features as input and provide a prediction as output. The plurality of features includes an engineered feature that combines two or more parent features. The method also involves calculating a Shapley value for each feature in the plurality of features and allocating a respective portion of the Shapley value for the engineered feature to each of the two or more parent features. This patent highlights his innovative approach to enhancing the interpretability of machine learning models. He has 1 patent to his name.
Career Highlights
Thomas Whitehead is currently employed at DataRobot, Inc., where he continues to develop cutting-edge technologies in machine learning. His work at DataRobot has positioned him as a key player in the advancement of AI and machine learning solutions.
Collaborations
Throughout his career, Thomas has collaborated with notable colleagues, including Mark Benjamin Romanowsky and Jared Bowns. These collaborations have further enriched his work and contributed to the development of innovative solutions in the field.
Conclusion
In summary, Thomas Whitehead is a distinguished inventor whose work in machine learning model interpretation is paving the way for more transparent and understandable AI systems. His contributions are vital to the ongoing evolution of technology in this rapidly advancing field.