Machine Learning for Signal Processing

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• Generative AI models (object-centric generative models)

• Edge AI (low-complexity machine learning on compact hardware)

• Bayesian machine learning

• Bayesian inference

• Graphical models​

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Applications

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• Autonomous systems

• Weather and climate prediction

• Healthcare (neurology, psychiatry, and beyond)

• Predictive maintenance in Industry 4.0

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