Patrick H. Chen

Patrick H. Chen is an Assistant Professor at the School of Computing, Binghamton University, leading the FUEL Lab since January 2024. His research focuses on enhancing machine learning through addressing fundamental challenges in uncertainty and computational efficiency.

Education:

• PhD in Machine Learning/Computer Science, University of California - Los Angeles (UCLA)
• Bachelor's Degree in Electrical Engineering and History, National Taiwan University

Research Interests: Dr. Chen's work bridges theoretical and applied machine learning, with a specific emphasis on natural language processing (NLP) systems. His FUEL Lab explores innovative methods to improve the reliability and efficiency of ML models, particularly in high-uncertainty environments.

Awards/Grants: No specific awards or grants are listed in the provided text.

Labs/Teams: Directs the FUEL Lab, dedicated to advancing foundational ML research in uncertainty quantification and algorithmic efficiency.