Jocelyn Huang

Title: Innovations by Jocelyn Huang

Introduction

Jocelyn Huang is an accomplished inventor based in Purcellville, VA (US). She has made significant contributions to the field of artificial intelligence and machine learning. Her innovative work focuses on enhancing the understanding of AI models through explainable techniques.

Latest Patents

Jocelyn Huang holds a patent titled "Methods and systems for explaining artificial intelligence and machine learning." This patent describes a computing system that generates a first set of importance metrics for a model. The importance metrics are derived using an explainable artificial intelligence technique, indicating how influential specific features are in the decisions made by the model. The system can determine important features and create modified datasets by removing these features to evaluate their impact on model performance. This iterative process allows for a deeper understanding of feature importance in AI outputs.

Career Highlights

Jocelyn is currently employed at Capital One Services, LLC, where she applies her expertise in AI and machine learning. Her work contributes to the development of advanced technologies that improve decision-making processes in financial services.

Collaborations

Jocelyn collaborates with talented professionals such as Sahil Verma and Brian Chandler Barr. Their teamwork fosters an environment of innovation and creativity, leading to groundbreaking advancements in their field.

Conclusion

Jocelyn Huang's contributions to artificial intelligence and machine learning exemplify her dedication to innovation. Her patent and work at Capital One Services, LLC highlight her role as a leading inventor in the technology sector.