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, and their decisions can be confusing due to brittleness, there is a critical need to understand their behaviour, analyse the (potential) failures of the models (or the data used to train them), debug
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lectures, tutorials and workshops, fostering inclusive and student-centred learning environments, and contributing to the development of curriculum and teaching materials. Working with guidance from more
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part of a programming team responsible for developing, sourcing, selecting and managing arts events and creative developments presented by MPAC, under the guidelines of MPAC’s programming framework
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Monash Academy of Performing Arts Orchestral Scholarship Sir John Monash Scholarship for Achievement The Monash Academy of Performing Arts Orchestral Scholarship intends to support and develop
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teaching, research, and professional engagement Lead staff development, performance management and equitable workload distribution Build strong relationships across Monash and with national and international
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at prediction and pattern recognition tasks but still fails at very simple planning and decision-making problems. This project will develop predictive and prescriptive analytics algorithms that combine
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partially observable Markov decision processes (POMDPs). Methods in Ecology and Evolution , 12 (11), 2058-2072.
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privacy constraints, robust solutions are essential. This PhD project will develop methods for building reliable medical imaging models that generalize across distribution shifts without retraining
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will study the development, adoption, and implications of digital technology and insurance—such as tools for capturing individualised data about behavioural risk factors and automating enforcement
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bad data management practices. Whilst many of the problems of research data governance are well understood, very little research has been conducted into developing new technical infrastructures