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mathematical structures and computational algorithms underlying modern machine learning and artificial intelligence. Relevant themes include geometric and algebraic methods for learning, structure-preserving
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of Artificial Intelligence (30%); iii) knowledge of advanced methods for machine learning, such as online or reinforcement learning (20%). Applicants whose application is scored with a final classification of
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will have a strong research record in NLP, machine learning, or closely related areas, along with excellent communication and collaboration skills. We are especially interested in candidates with strong
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museum in America. Today, it serves Yale University, the wider New Haven community, and the public as a center of teaching, learning, and scholarship. The museum is open to all, free of charge, and is
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, government, industry and international research organisations, the School provides an exceptional environment for research, education and innovation with impact at national and global levels. To learn more
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, scikit-learn, PyTorch, TensorFlow); additional experience with R, MATLAB, or Julia is an advantage. Machine Learning Expertise: Familiarity with causal machine learning, ensemble methods, and deep learning
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, Bioconductor, tidyverse, SingleCellExperiment, or related software. Experience with Python and machine learning approaches is considered an asset. APPLICATION PROCEDURE Applicants should submit: Cover letter
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possible renewals, a cumulative period of four years of research fellowship intended for doctoral students. Preferential factors: Research experience in the areas of Bioinformatics and Machine Learning
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environments that aims to address how distributed sensing, fibre-optic monitoring, environmental observations, drone- and satellite-based data, operational infrastructure datasets, and/or machine learning can be
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, etc). The students will work with new approaches to data analysis using Machine Learning and investigate the introduction of agentic workflows and LLM technology into the process. BINDING LEGISLATION