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This project aims to design effective and intelligent search techniques for large scale social network data. The project expects to advance existing social network search systems in three unique aspects: utilizing the geographical locations of queries and social network data to provide more...
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Mixed-Integer Programming (MIP) solvers are very powerful tools to solve combinatorial problems that arise in many industries. Modern MIP solvers usually run a sequence of algorithms to solve the input instance: first it preprocesses the instance, then it solve its Linear Programming Relaxation,...
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Adversarial Machine Learning (AML) is a technique to fool a machine learning model through malicious input. Due to its significance in many scenarios, including security, privacy, and health application, AML has attracted a large amount of attention in recent years. However, the underlying...
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Project description: On behalf of the Victorian Orthopaedic Trauma Outcomes Registry (VOTOR), we will establish the role of artificial intelligence (AI) deep learning to improve the prediction of clinical and longer-term patient-reported outcomes following distal radius (wrist) fractures. The...
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Over the past decades, we have witnessed the emergence and rapid development of deep learning. DL has been successfully deployed in many real-life applications, including face recognition, automatic speech recognition, and autonomous driving, etc. However, due to the intrinsic vulnerability and...
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to a maximum of four years. An invitation to apply for a place in Monash Minds, a leadership program for first-year students. Recipients may be asked to participate or be profiled in relevant Monash
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criteria: A commencing or continuing undergraduate or postgraduate (coursework) student in an approved degree or graduate pathway program in the Faculty of Information Technology at a Monash campus in
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Medicine Honours program at the Monash Alfred campus (Bachelor of Medical Sciences (Honours) (MED4301 & MED4302), Bachelor of Biomedical Sciences (Honours) (BMS4100 & BMS4200), or the Bachelor of Health
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: Commencing or continuing full-time in the Bachelor of Commerce honours program with an econometrics, business analytics or actuarial studies specialisation. Benefits $15,000 for one year only (48 credit points
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privacy-enhancing techniques such as secure multi-party computation, homomorphic encryption, differential privacy, and trusted execution to design algorithms and protocols to secure ML models within