Erik Eugene Buchanan

Title: The Innovative Mind of Erik Eugene Buchanan

Introduction

Erik Eugene Buchanan is a prominent inventor based in Mountain View, CA. He has made significant contributions to the field of technology, holding a total of 11 patents. His work primarily focuses on advancements in machine learning and search technologies.

Latest Patents

Among his latest patents is "Joint representation learning of standardized entities and queries." This invention involves receiving an indication of various entities in a social networking service, including at least two entities of different types. It utilizes machine learning models to learn embeddings for these entities in a d-dimensional space, allowing for improved query term embeddings and similarity scoring. Another notable patent is "Entity-level search models with tree interaction features." This patent employs gradient boosted decision trees to generate features that encode decision rules for search results, enhancing the performance of search models.

Career Highlights

Erik currently works at Microsoft Technology Licensing, LLC, where he continues to innovate and develop new technologies. His expertise in machine learning and search algorithms has positioned him as a valuable asset in the tech industry.

Collaborations

Throughout his career, Erik has collaborated with notable colleagues, including Benjamin John McCann and John Robert Jersin. These partnerships have fostered a creative environment that encourages the development of groundbreaking technologies.

Conclusion

Erik Eugene Buchanan's contributions to technology through his patents and collaborations highlight his innovative spirit and dedication to advancing the field. His work continues to influence the landscape of machine learning and search technologies.