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multidisciplinary robotics, involving visible, infrared and event-based sensing technologies. The selected candidates will contribute to the design, development and validation of advanced computer vision algorithms
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, data processing pipelines, machine learning and generative AI applied to physical activity and sleep research. The position will contribute to the development of an AI-based behaviour change tool and
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therapeutic targets. Develops and applies machine learning and statistical modeling approaches for biomarker discovery, classification, prediction, and patient stratification. Develops algorithms and
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involves a research project with a focus on computational genomics, and they will work on methods development for somatic mutation analysis using genome sequencing data. This role involves research
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into the setting of metabolic flux inference and, with inspiration from existing algorithms, develop tailored MCMC algorithms. You will implement the ensuing algorithms in an existing C++ framework, validate and
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of probabilistic and extremal combinatorics, structural graph theory and algorithms. We study problems on discrete structures such as graphs, permutations, posets or set systems using probabilistic, structural and
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update behaviour, validation impact, temporal consistency, and communication reliability. Develop a privacy-aware trust-calibrated aggregation algorithm to down-weight suspicious updates. Evaluate accuracy
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to environmental stimuli, from decision-making to motor coordination. He/she will develop analyses and computational models to explain existing datasets and extract the algorithms underlying responses to visual and
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and controls, automation, and/or robotics Demonstrated experience in developing and implementing advanced controls and sensing algorithms Demonstrated ability to work both individually and as part of a
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. They are able to lead efforts in a hands-on manner and mentor others in their work. They have deep technical (algorithmic methods, computational tools etc) expertise in multiple areas and able to force multiply