Generative deep learning, dynamic modeling & explainable AI: meaning for app. biostatistics | Prof. Harald Binder (Uni Freiburg)
gap. I will use exemplary applications to illustrate how corresponding techniques can be used to perform complex modeling tasks while still obtaining interpretability. In a first example, I will show how [...] example, I will demonstrate how a combination with differential equations allows to incorporate domain knowledge, and to characterize individual dynamic trajectories. Together, these examples will illustrate