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: Strong programming skills in Python (NumPy, pandas, PyTorch or TensorFlow) Machine learning fundamentals and algorithmic thinking Ability to design and implement computational experiments Clear technical
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. Dwork, C. & Roth, A. (2014). "The Algorithmic Foundations of Differential Privacy." *Foundations and Trends in Theoretical Computer Science*, 9(3-4), 211-407. 4. Jordon, J., Yoon, J., & van der Schaar, M
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advanced AI/ML methods to neural and behavioural data to uncover the computational foundations of decision-making in humans and animals. Designing novel AI algorithms inspired by brain function, to improve
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Summary Positioned within Ulster University’s School of Computing, this research theme focuses on harnessing artificial intelligence and spectral technologies to strengthen food integrity and
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vision systems addressing an urgent industrial challenge with immediate, large-scale impact. The project will take existing knowledge in computer vision and deep learning and apply it directly to a