Seminar on Statistical Physics of Machine Learning at International Centre for Theoretical Sciences

Seminar on Statistical Physics of Machine Learning at International Centre for Theoretical Sciences [Jan 6-10, 2020]: Register by Nov 15

About Machine learning techniques, especially “deep learning” using multilayer neural networks, have been highly successful in addressing a wide variety of computational problems in many domains of science and technology. However, a detailed theoretical understanding of why and how they work is not yet available. Some of the concepts and techniques of statistical physics, in which one routinely deals with theoretical descriptions of collective properties of systems consisting of very large numbers of interacting variables, are expected to be useful …

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