Jonathan Wilton

Jonathan Wilton is a Casual Academic in the School of Mathematics and Physics at the University of Queensland. His email is jonathan.wilton@uq.edu.au.

His research interests focus on machine learning and artificial intelligence, particularly in robust training methodologies for decision trees with noisy labels, positive-unlabeled learning using random forests, and the design of neural networks leveraging randomized algorithms. These areas emphasize improving model reliability and efficiency in complex data environments.

His recent work includes contributions to the 2024 AAAI Conference on Artificial Intelligence, highlighting advancements in handling noisy data and optimizing decision tree frameworks. His research spans theoretical algorithm development and practical applications in classification and pattern recognition.

No scientific awards or grants are explicitly mentioned in the provided texts. He has not listed any advised students, and no specific laboratories or teams are associated with his profile.