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then link these with high-order constructs related to high-performance teamwork, such as effective communication, coordination and leadership. This will assist the assessment and improvement
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, uncertain, and multi-dimensional nature of student learning behaviours. This research introduces quantum-inspired representations and optimisation techniques to model student engagement, performance
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the construction of PRS and enhance disease prediction. Students will gain experience in: Statistical genetics and GWAS methodology Machine learning approaches for high-dimensional data Algorithm development and
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, yielding negligible performance gains or even inducing catastrophic forgetting. To bridge the gap between theoretical AL and real-world deployment, this PhD project will develop resilient active learning
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involve designing a multi-agent AI security architecture where different agents perform different roles, such as attack analyst, vulnerability investigator, response planner, patch generator, risk evaluator
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", ICML 2021 - "High Performance Logistic Regression for Privacy-Preserving Genome Analysis", BMC Medical Genomics 2021 - "Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party
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clinical response to anti-cancer drugs and determining the precise dosage of drugs on a personalized basis, which precision medicine aims to address. To deliver personalized treatment with high efficacy
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Monash University-China Scholarship Council (CSC) Joint Scholarship This joint scholarship program seeks to attract high-achieving Chinese students to undertake their PhD at a Monash campus in
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gaming coaching reporting tools. The recruited PhD student will perform natural language processing and machine learning research into AI-augmented coaching to provide a pre-coaching session AI-based