Dear all
Marius Krumm from Markus Müller’s and Caslav Brukner’s group who is
visiting us for two weeks will give a talk this Thursday at 15:30. The
topic is:
Title: Machine learning approach to problems in quantum information theory
and resource theories
Abstract: Machine learning has become a powerful method with many
applications in science and beyond. Despite the success of machine
learning, its use in quantum information theory and resource theories has
been very limited so far. In this talk, we explore problems in those fields
that might benefit from a machine learning approach. The focus will be on
entanglement detection, detection of allowed transitions and one version of
the quantum marginal problem. However, as the presented strategies only
rely on some basic properties of the presented problems, it seems likely
that they be can extended to other problems. The talk will be very general
and is aimed at a wide audience.
Best wishes,
Raban