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