Vortragsankündigung
Im Rahmen des Oberseminars Stochastik spricht
Frau Lina Putze, DLR, Institut Systems Engineering für zukünftige Mobilität, Oldenburg
in einem Übersichtsvortrag über
Learning Causal Relations: An Introduction to the PC-Algorithm
Abstract: Understanding causal relationships is important in various scientific fields. Traditional approaches commonly use interventional experiments to study such cause-effect relationships. However, in several situations such experiments are not feasible due to physical or ethical constraints. Structural causal models enable the investigation of causal relationships based on observational data. A particular challenge is the derivation of such causal structures. Causal learning methods are applied to identify causal relationships based on data. In this presentation, we will provide an introduction to causal learning through the example of the PC-algorithm, developed by Peter Spirtes and Clark Glymour, which utilizes conditional independencies to systematically uncover causal structures. Parallel streamen wir den Vortrag über BBB unter meeting.uol.de/rooms/pro-6n7-qiq-9qf . Der Vortrag findet statt am
Montag, den 27.01.2025
um 16.15 Uhr im Raum W01 0-011
Interessierte sind herzlich eingeladen.
Fakultät V
Mathematik und Naturwissenschaften