The course covers information measures, the source and the channel coding theorems, statistical inference, and learning with neural networks. In particular, the course explores a common set of models ...

Combining concepts from statistical physics with machine learning, researchers at the University of Bayreuth have shown that ...

and machine learning. In Bayesian inference, probability distributions often help solve problems that would otherwise be difficult to address. A specific application is Poisson... Save my User ID ...