Adelaide University · AIML · Carnegie Mellon University
Foundations of Machine Learning and Vision
Director, Australian Institute for Machine Learning (AIML)
Director, Commbank Centre for Foundational AI Research
Professor, School of Computer Science & IT, Adelaide University
Courtesy Faculty, Robotics Institute, Carnegie Mellon University
This site outlines my research on the foundations of machine learning and computer vision, with a focus on efficient learning, representation, and reliable AI systems, together with selected publications and information for prospective research students.
About
My research focuses on the foundations of machine learning and computer vision, with an emphasis on data-efficient learning, representation, and reliable AI systems. I develop principled methods that combine mathematical structure with scalable learning algorithms for real-world impact.
Recent Publications
Recent papers from top-tier venues.
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Recent Talks
Foundations of Modern AI Systems
Robotics Institute Seminar, Carnegie Mellon University. This talk discusses foundational challenges in modern machine learning and computer vision, including data efficiency, reliability, and the mathematical structure underlying contemporary AI systems.
Contact
Simon Lucey
School of Computer Science and Information Technology
Adelaide University
Email: simon.lucey [at] adelaide.edu.au
Prospective research students should first review the Research Degrees page before making contact.