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Advanced strongly typed languages like Haskell and emerging type systems like refinement types (as implemented in Liquid Haskell) offer strong guarantees about the correctness of programs. However, when type errors occur it can be difficult for programmers to understand their cause. Such...
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In NeuroDistSys (NDS): Optimized Distributed Training and Inference on Large-Scale Distributed Systems, we aim to design and implement cutting-edge techniques to optimize the training and inference
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Goal Recognition is the task of inferring the goal of an agent from their action logs. Goal Recognition assumes these logs are collected by an independent process that is not controlled by
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The relationship between the information-theoretic Bayesian minimum message length (MML) principle and the notion of Solomonoff-Kolmogorov complexity from algorithmic information theory (Wallace and
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Translational Medical Imaging Health Systems Engineering Point-of-Care Diagnostics and Treatment Biomechanics and Robotics All positions are full-time, continuing (tenure-track), teaching and research roles based
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networks, Bayesian inference, computational neuroscience, mathematics.
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fire and safety. All positions are full-time, continuing (tenure-track), teaching and research roles based in Sydney. Successful applicants will join a group of enthusiastic, highly research-active and
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are full-time, continuing (tenure-track), teaching and research roles based in Sydney. Successful applicants will join a group of enthusiastic, highly research-active and collegiate academics who deliver a
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, biomaterials, smart materials, vibration and acoustics, and fire and safety. All positions are full-time, continuing (tenure-track), teaching and research roles based in Sydney. Successful applicants will join a
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-track), teaching and research roles based in Sydney. Successful applicants will join a group of enthusiastic, highly research-active and collegiate academics who deliver a world-class education to our