Kevin H Leung

Title: Kevin H Leung: Innovator in Machine Learning

Introduction

Kevin H Leung is a prominent inventor based in San Ramon, CA (US). He has made significant contributions to the field of machine learning, particularly in the area of data sample confidence determination. His innovative approach has the potential to enhance the performance of machine learning models on unseen data.

Latest Patents

Kevin holds a patent titled "Determining confident data samples for machine learning models on unseen data." This patent outlines techniques for identifying confident data samples for machine learning models. The method involves extracting a feature vector for a data sample based on its projection onto a standard feature space. Additionally, it includes processing the feature vector using an outlier detection model to ascertain whether the data sample falls within the scope of a training dataset utilized for training the machine learning model.

Career Highlights

Kevin is currently employed at Ge Precision Healthcare LLC, where he applies his expertise in machine learning to develop innovative solutions. His work focuses on improving the reliability and accuracy of machine learning applications in healthcare settings.

Collaborations

Kevin has collaborated with notable colleagues, including Min Zhang and Gopal Biligeri Avinash. These partnerships have fostered a collaborative environment that encourages the exchange of ideas and advancements in technology.

Conclusion

Kevin H Leung is a dedicated inventor whose work in machine learning is paving the way for more reliable data analysis techniques. His contributions are significant in enhancing the capabilities of machine learning models, particularly in healthcare applications.