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, University of Oslo. The expected start date is around August/September 2025. The position is part of the HORIZON Marie Skłodowska-Curie Action (MSCA) Doctoral Network “Voice Communication Sciences” (VoCS
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, using principles of differential cryptanalysis. Analyze security of ML models against attacks that aim to recover parameters of the model (e.g., weights of a neural network). Investigate whether it is
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methods to be considered for numerical optimization by an Energy and Emission Management System (EEMS). Data-driven AI methods (e.g. Reinforcement Learning and/or Recurrent Neural Networks) to be considered
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and tensor manifolds is essential. The resulting algorithms can, for example, be applied to efficiently tackle problems in quantum mechanics and train low-rank neural networks, which frequently achieve