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for better training and novel network designs. Low Effective-dimensional Learning Models. We will extend foundational theory of how large ML systems can be regularised to have dramatically fewer trainable
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/opportunity-spaces/resilient-climate-and-ecosystems/accelerated-adaptation for more information on ARIA and this programme). The project is a collaboration between groups at the Universities of York and Exeter
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work to generate high fidelity models of ice crystal icing shedding, verifying tools using a wealth of unique experimental validation data generated by researchers at the Oxford Thermofluids Institute
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optimization of large language models (LLMs) and related architectures for generative tasks, continuous learning, indexing or retrieval, support of retrieval augmented generation over many data points from long
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computations emerge from cortex-wide neural dynamics across species. The PDRA will contribute primarily to developing and analysing Cortically-Embedded Recurrent Neural Networks (CERNNs) that simulate large
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in the use of genomic data in public health – access to big data sets, the technology to analyse these data, and the knowledge to interpret the results. In this role, you will develop, optimise, and
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established and emerging bioinformatics, statistical modelling, and machine learning approaches to analyse large-scale datasets, including bulk and single-cell sequencing, gene expression arrays, proteomics
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assistive technologies and contributing to high-quality publications in leading HCI venues such as ACM CHI and ASSETS. The researcher will have the opportunity to be involved in a large number of exciting
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relevant PhD/DPhil in socio-legal studies, political science, sociology, human rights, or a related field together with relevant experience; experience in managing large-scale data collection projects and
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translocations between proto-oncogenes and immunoglobulin genes are the defining lesions of mature B cell lymphomas including diffuse large B cell lymphoma and Burkitt lymphoma. They arise as a byproduct of