Winter semester 2024/25
- Mathematik für Informatik 1 (Analysis):
- Die Veranstaltung wird über Ilias verwaltet. Bitte treten Sie diesem Ilias-Kurs bei um alle Informationen rechtzeitig zu erhalten.
- Vorlesungen sind Montag und Mittwoch, 08:15-10:00 Uhr in Hörsaal N06 (Hörsaalzentrum Morgenstelle).
- Übungseinteilung wird in der ersten Vorlesungswoche stattfinden.
- Rechenzentrum wird Mittwoch, 12:00-18:00 Uhr in B9N22 (Auf der Morgenstelle) stattfinden.
- Übungsbetrieb und Rechenzentrum starten in der zweiten Vorlesungswoche.
Summer semester 2024
- Probability Distances for Data Science:
- Important note: The lecture on 15th of May is cancelled. Instead, there will be a video uploaded on ILIAS.
- Lecture each Wednesday, 14:15-15:45
- Room N08 (Morgenstelle)
- Exercise classes on Tuesdays, 16:15-17:45 in C2A17 (Morgenstelle)
- All further information on ILIAS
- Description: The objective of this course are different concepts of distances between probability measures aimed at applications in data science. The classes of distances which are studied include optimal transport distances, f-divergences and integral probability metrics. The focus is on fundamental mathematical properties of these distances, like duality, famous inequalities, geometric aspects, and quantization. Several applications in the area of data science and machine learning are illustrated throughout, for instance related to clustering, autoencoders, GANs, image processing, and compression.
