Regular biography
Dr Jean Honorio is a Senior Lecturer in Machine Learning at The University of Melbourne's Department of CS. With a focus on machine learning, Dr Honorio contributes to academic and research activities within the department. Their professional contact details include an email address: jean.honorio@unimelb.edu.au, and a profile page accessible at https://findanexpert.unimelb.edu.au/profile/1066217.
Scholar-generated biography
Jean Honorio is a Senior Lecturer at the Centre for Informatics and Cybersecurity, University of Melbourne, and an Adjunct Professor at the Department of Computer Science and Statistics, Purdue University. His research focuses on machine learning theory and optimization, with an emphasis on understanding complex systems through statistical modeling and algorithmic design. His work explores topics such as differentially private data synthesis, structural equation models, and graphical models, often with applications in neuroscience and behavioral data analysis. He has published extensively on topics including cocaine addiction, dopaminergic responses, and multi-task learning.