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Jeong Lab

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PI: Haewon Jeong

Assistant Professor, UCSB ECE

πŸ“§Β first name at ucsb dot edu

πŸ’ΌΒ Harold Frank Hall 3161

πŸŽ“Β Ph.D @ Carnegie Mellon University

πŸŽ“Β B.Eng @ KAIST

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Announcements: With two co-directors Yao Qin & Nina Miolane, we started the REAL AI Initative 🦾

Research

Our lab’s mission is to do science for machine learning and machine learning for science. We advance our fundamental understanding of machine learning algorithms and we apply data-driven approaches to solve challenging scientific problems. Specifically, our lab’s research centers around three research themes: reliable computing for ML, responsible AI, and ML for science. See below for more information about each theme.

Keywords: Machine Learning, Responsible AI, Algorithmic Fairness, Generative Models, Information Theory, Differential Privacy, Distributed Computing, Fault-tolerant Computing, Quantum Computing, ML for Science

Research Themes

People

Teaching