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Optimisation and statistics
Sequential decision making under uncertainty
Sequential decision making under uncertainty is a recurrent challenge in several related fields, including AI, control theory and statistics.
Novel optimisation algorithms
Dr Fred Roosta-Khorasani and his research team design, analyse and implement novel optimisation algorithms for training modern machine learning problems.
Evolutionary algorithms and optimisation
Dr Marcus Gallagher’s research interests include AI and nature inspired problem solving techniques and algorithms.
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