Applications are equipped with specific domain knowledge such as (physical) knowledge about the acquisition of data, i.e. in medical imaging. It has been recognized that incorporating domain knowledge in AI systems can boost their performance significantly. This is particularly important for “small data” applications, where domain knowledge can compensate for small training data sets. But how can domain knowledge be optimally used? Asked provocatively, does AI only need to be advanced further to be able to automatically learn domain knowledge merely from available data?
This is the second 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.