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projects. Lead and develop a high-performing, collaborative team. Innovate and improve digitisation processes for maximum efficiency and quality. Ensure user-focussed services are adapted based on feedback
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for enabling the Monash Cyber Operation teams protecting our networks, systems, and data using industry-leading technology to combat advanced attackers through the design, engineering, deployment, and
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package should be prioritised are surprisingly difficult computational tasks. State-of-the-art high-performance algorithms are used to calculate routes for the vehicles in order to minimise costs and
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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
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Performance Computing platform (MASSIVE) to do the experiments.
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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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]). This project investigates methods to enable high performing NMT in low-resource scenarios. [1] Neural Machine Translation for Bilingually Scarce Scenarios: A Deep Multi-task Learning Approach Poorya Zaremoodi
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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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representations complicate transparency and compliance checks with data protection and privacy legislation (e.g., GDPR) whether performed by humans or computer systems. Second, both privacy-preserving distributed
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on IoT data processing References: High Performance Parallel Database Processing and Grid Databases (Wiley, 2008)