Decision making through AI-based algorithms can be affected detrimentally by unperceived or irrelevant changes of the input, e.g. in object recognition. Certified robustness of the decision, for example to natural variations, however, are of utmost importance for basically all applications. Thus, uncertainty in the input data, but also quantifying uncertainty of the output is currently a major concern.
This is the first of a series of four roundtables where LMU researchers will discuss the topic of "Next Generation AI".
The event will be streamed in English. Prior registration by email is required. For further information, see the CAS website.
The Center for Advanced Studies at LMU provides a forum for scientific exchange and discussion that bridges the divide between the established disciplines. Its activities are designed to promote all forms of collaborative research and to stimulate interdisciplinary communication within the University. In addition, it facilitates the integration of visiting scholars and scientists into the academic life of the University.