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. The project will focus on automated distributional shift detection and monitoring, invariant and distributionally robust representation learning algorithms, and deployment-time calibration with uncertainty
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respected publishing houses, recognised as the ABIA Small Publisher of the Year in 2021, 2022, 2023 and 2025. We’re seeking an experienced Sales and Distribution Manager to lead UQP’s domestic and
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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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healthcare application needs to analyze sensitive patient data across distributed nodes. Researchers and students can explore privacy-preserving algorithms and technologies like federated learning and zero
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. #sustainability Project description For distributed renewable micro-grids to become a mature technology, the economics and the reliability have to be equal to or better than today’s distribution grids. The PhD
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($36,063 AUD stipend allowance per annum for up to 3.5 years, plus $4,000 travel allowance). Successful applicants will be supervised by Dr Yi-Shan Tsai and A/Prof Roberto-Martinez Maldonado. They will work
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-readable representations, such as distributed representations of text augmented with random noises [1] or unnatural text curated by replacing sensitive tokens with random non-sensitive ones [2]. First, such
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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
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/ Institute: Occupational and Environmental Health Supervisor(s): A/Prof Jacques Oosthuizen Project level: Masters or PhD Funding: Applicant should apply for ECUHDR or RTP Scholarship Start date: Ongoing
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Automated Program Repair (APR) is the grand challenge in software engineering research. Many APR methods have shown promising results in fixing bugs with minimal, or even no human intervention. Despite many studies introducing various APR techniques, much remains to be learned, however, about...