King Hong Leung

Title: King Hong Leung: Innovator in Distance Metric Learning

Introduction

King Hong Leung is a prominent inventor based in Saratoga, CA (US). He has made significant contributions to the field of machine learning, particularly in the area of distance metric learning. His innovative approach has led to the development of a unique patent that enhances the efficiency of training machine learning models.

Latest Patents

King Hong Leung holds a patent titled "Distance metric learning using proxies." This patent provides systems and methods that enable distance metric learning through the use of proxies. The machine-learned distance model can be trained in a proxy space, where a loss function compares an embedding for an anchor data point to a positive proxy and one or more negative proxies. Each proxy can approximate multiple data points, which facilitates faster convergence and reduces training time. The patent demonstrates a new state of the art on several popular training datasets, showcasing its effectiveness.

Career Highlights

King Hong Leung is currently employed at Google Inc., where he continues to push the boundaries of innovation in machine learning. His work has garnered attention for its practical applications and contributions to the field.

Collaborations

Throughout his career, King has collaborated with notable colleagues, including Yair Movshovitz-Attias and Saurabh Singh. These collaborations have further enriched his research and development efforts.

Conclusion

King Hong Leung is a distinguished inventor whose work in distance metric learning has made a significant impact on the field of machine learning. His innovative patent and contributions to Google Inc. highlight his role as a leading figure in technological advancements.