This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: The Toronto-Dominion Bank. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: The Innovations of Kyle William Hall
Introduction
Kyle William Hall is an accomplished inventor based in Baltimore, California. He has made significant contributions to the field of computer modeling and visualization. His innovative work focuses on enhancing the understanding of model behavior through advanced visualization techniques.
Latest Patents
Kyle holds a patent for a system titled "Visualizing feature variation effects on computer model prediction." This model visualization system analyzes model behavior to identify clusters of data instances with similar behavior. For a selected feature, data instances are modified to set the selected feature to different values evaluated by a model to determine corresponding model outputs. The feature values and outputs may be visualized in an instance-feature variation plot. The instance-feature variation plots for the different data instances may be clustered to identify latent differences in behavior of the model with respect to different data instances when varying the selected feature. The number of clusters for the clustering may be automatically determined, and the clusters may be further explored by identifying another feature which may explain the different behavior of the model for the clusters, or by identifying outlier data instances in the clusters. This patent showcases his innovative approach to improving model predictions through visualization.
Career Highlights
Kyle is currently employed at The Toronto-Dominion Bank, where he applies his expertise in computer modeling and data analysis. His work at the bank allows him to leverage his patent and contribute to the financial sector's understanding of complex data behaviors.
Collaborations
Kyle collaborates with talented individuals such as Yaqiao Luo and Derek Cheung. These partnerships enhance his research and development efforts, fostering a collaborative environment that drives innovation.
Conclusion
Kyle William Hall is a notable inventor whose work in model visualization has the potential to transform how data is analyzed and understood. His contributions to the field are significant, and his patent reflects a commitment to advancing technology in meaningful ways.