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, Neuroscience, Physics or a related field. Candidates should have strong skills in machine learning and statistics and experience with Gaussian process regression and/or probabilistic regression. Experience with
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Saelens team. Research Project In this research project you will develop probabilistic deep-learning models that automatically extract biological and statistical knowledge from in vivo perturbational omics
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strengths with the current group of statisticians, probabilists, and applied mathematicians in the department, which includes, but not limited to, statistical learning or computational statistics Proven
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faculty , including data-efficient probabilistic machine learning, generative modelling, amortized inference, interactive and cooperative machine learning, and transformative multidisciplinary collaboration
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one or more of these subjects are valued: machine learning, automatic control, system identification, optimization, signal processing, filtering and smoothing, probabilistic modelling, dynamical systems
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, providing a vibrant academic environment and outstanding research support. The Department of Statistics and Data Science at MBZUAI focuses on the rigorous statistical and probabilistic foundations of machine
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, providing a vibrant academic environment and outstanding research support. The Department of Statistics and Data Science at MBZUAI focuses on the rigorous statistical and probabilistic foundations of machine
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to Reason (Inactive), Analytical Thinking, Big Data Processing, Bioinformatics, Communication, Complex Data Analysis, Data Management, Group Problem Solving, Laboratory Processes, Probabilistic Modeling
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uncertainties in grouting design can be described and quantified using probabilistic methods. Exploring how grouting design can be formulated as verification of limit states, and conducting analyses to evaluate
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developing the next generation of ground-shaking models. These will be used for probabilistic seismic hazard assessments, real-time post-event predictions of shaking and damage, and/or earthquake early warning