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learning is vulnerable to spurious correlations, novel causal discovery and inference methods will be developed to identify and reason over causal relationships among all associations from fused data. As the
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used will the information-theoretic Bayesian minimum message length (MML) principle. Student cohort PhD, possibly Master’s (Minor Thesis) or Honours URLs/references Chen, Li and Gao, Jiti and Vahid
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them The Opportunity Drive Innovation in Rail Technology – Join the IRT Team! The Institute of Railway Technology (IRT) at Monash University is seeking a Senior Engineer – Data Warehouse Development
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track record leading high performing teams. With global reach, you will have deep networks in the innovation eco-system and possess exceptional strategic, financial and people leadership capabilities
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This Ph.D. project aims to combine causal analysis with deep learning for mental health support. As deep learning is vulnerable to spurious correlations, novel causal discovery and inference methods
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an attractive remuneration and relocation package. 1. Professor, Monash Health and Climate Initiative We are seeking a distinguished academic with an outstanding track record in climate change and health
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qualification in nursing or a related field, and an international reputation for excellence in emergency nursing research. The ideal candidate will have a proven track record in securing research funding, leading
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. Maintain detailed, accurate records of experimental methods, results, and protocols. Manage lab inventory, including ordering and tracking laboratory supplies. Support preparation of reports, publications
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This project aims to identify novel methods for inferring where and when photographs and videos were recorded from features of the material itself. A key requirement of image processing in a Law
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collaborative mindset. A strong track record of publication in top-tier journals and proven ability to attract competitive research funding. A passion for mentoring emerging researchers and contributing to a