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] and emoji prediction [2]. Despite its great potential, FL faces critical security, privacy, and performance challenges under practical constraints and considerations. For example, poisioning attacks
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field” imaging techniques to solve many important problems in biology and change clinical practice in respiratory medicine. Our ongoing research program involves developing new imaging technologies
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Master of Commerce Scholarship Sir John Monash Fee Scholarship The Master of Commerce is a research-oriented programme preparing students for a PhD and an academic career. Offered as part of
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environments—such as MOOCs, online degrees, and data-intensive Learning Management Systems—necessitate scalable solutions to provide timely, high-quality feedback. However, existing AI-powered assessment systems
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between theoretical and computational high-energy physics. The research contributes to the world-leading PYTHIA Monte Carlo Event Generator, which serves as the baseline for the majority of experimental
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systems. The fast growth, practical achievements and the overall success of modern approaches to AI guarantees that machine learning AI approaches will prevail as a generic computing paradigm, and will find
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Bendigo is seeking a Legal Officer to provide high-level administrative and program support to the clinical legal education program delivered in partnership with Monash University. The role supports
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responsible for delivering high-quality technical, operational, and safety support across multiple laboratory facilities, including SAMPL and the MiLabs. The role applies advanced technical knowledge to support
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Monash University-Pakistan Higher Education Commission (HEC) Joint Scholarship This joint scholarship program enables high-achieving Pakistani students to undertake PhD and research degrees here
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Background and Motivation Modern deep learning models have achieved remarkable success in computer vision and natural language processing. However, they typically produce overconfident predictions