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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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learning by using Bayesian learning principles. Among other things, Bayesian learning gives AI systems the ability to quantitatively express a degree of belief about a prediction or statement. By bridging
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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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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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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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Cybersecurity and Trustworthy Digital Systems Machine Learning and Artificial Intelligence Robotics and Autonomous Systems All positions are full-time, continuing (tenure-track), teaching and research roles based
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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 collegiate academics who
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bioprocessing and synthetic biology, food and health-related processing, resource extraction, circular economy and recycling All positions are full-time, continuing (tenure-track), teaching and research roles