Ms. Langer works in the field of mathematical statistics and is particularly concerned with the statistical theory of deep learning. One focus of her research is the analysis of various network architectures, learning algorithms and statistical frameworks. She is currently focusing in particular on the investigation of image recognition methods.
In view of the rapid development of deep learning, her work makes an important contribution to providing a theoretical basis for the methods used in practice.