James O H Montgomery

Title: Innovations of James O H Montgomery

Introduction

James O H Montgomery is an accomplished inventor based in McLean, VA (US). He has made significant contributions to the field of technology, particularly in the areas of machine learning and keyword bidding systems. With a total of 5 patents to his name, Montgomery continues to push the boundaries of innovation.

Latest Patents

Montgomery's latest patents include "Systems and methods for targeting bid and position for a keyword." This patent discloses methods, systems, and non-transitory computer-readable mediums for effectively targeting bids and positions for keywords. The method involves obtaining information about the keyword, applying a Gaussian Process Model, and utilizing a Thompson sampling reinforcement learning model to optimize bid information for search engines.

Another notable patent is "Systems and method for enhanced active machine learning through processing of partitioned uncertainty." This invention focuses on improving machine learning processes by training predictive models on initial data sets and introducing unlabeled data sets. The method enhances the predictive model by calculating uncertainty scores and modifying the data set accordingly.

Career Highlights

James O H Montgomery is currently employed at Capital One Services, LLC, where he applies his expertise in technology and innovation. His work has significantly impacted the company's approach to machine learning and data processing.

Collaborations

Montgomery has collaborated with talented individuals such as Athanassios Kintsakis and Keegan Hines, contributing to various innovative projects and enhancing the overall quality of their work.

Conclusion

James O H Montgomery is a notable inventor whose work in technology and machine learning has led to several impactful patents. His contributions continue to shape the future of innovation in his field.