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Field
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to research, develop, and evaluate algorithms for a variety of signal and/or image processing applications. The successful candidate will have a solid background in computer science with strong skills in
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. We develop novel optimization methods, Machine Learning algorithms, and prototypical Energy Management systems (EMS) controlling complex energy systems like buildings, electricity distribution grids
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inference. The role will bridge rigorous theoretical work with hands-on algorithm design and development on real-world datasets. The core responsibility is to build and validate federated causal inference
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part of change Driving innovative AI research through the development and implementation, practical application, theoretical analysis and evaluation of AI and explainability algorithms Implementation
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of algorithmic bias. The chairholder will have access to outstanding clinical and research resources, including the INCLUDE Health Data Warehouse, which has collected CHU Lille patient data since 2008, as
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to support dynamic digital twin simulations. Multimodal Data & Sensor Fusion: Implement or accelerate processing and inference algorithms for real-time multimodal data, natural language, signal, and image
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images. However, the current limitations of desktop computers in terms of memory, disk storage and computational power, and the lack of image processing algorithms for advanced parallel and distributed
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of affiliation is retained. TEACHING ACTIVITIES Teach and coordinate the computing and data modules of the curriculum: computer science fundamentals for engineers, algorithms and programming, numerical analysis
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. Candidates in quantum science and technology are encouraged to apply, including quantum information theory, quantum algorithms, quantum error correction, quantum systems theory, quantum materials, topological
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practice, algorithmic accountability, and structural analysis. The ideal candidate will be detail oriented with a strong work ethic, have both excellent quantitative skills and communication skills, and will