Recommended papers from each topic.
The registration period ends on 27 October 2022. During this period, you are required to work on Exercise 0 and submit it.
The Exercise 0 is an individual exercise and will be based on the prerequisite materials for the course.
It will be published right after the first lecture on 21 October 2022 on this web page (see
Schedule & exercises section below).
Students who wish to enrol must submit their work on Exercise 0.
To prevent an empty submission, there is a minimal score (30%) for the exercise.
The necessary prerequisite materials will be lectured in the first lecture.
Exercise 0 serves two purposes:
The timeline for registration is as follows:
The final grade is essentially based on your exam performance. However, to encourage the participation in the exercises, we award bonus boosts on the final grade based on the exercise performance.
Exercise 0 and registration for course
Exercise 1-3 score E% (0 - 100%)
Admission to exam
Exam score (0 - 100%)
Final score (0 - 100%)
Final grade (1,0 - 5,0)
Please use the STAI group email
For those who’re registered for the course, ask the lecturer or tutors to add you to the Discord channel. We need your name and email address. Use it for
Seminarraum C118a (Informatik Sand 14) https://goo.gl/maps/mP6Q92s6QcLoHK5v7
|L1||21/10/2022||Introduction||Exercise 0 (Due: 27/10/2022)||Elif|
|L2||28/10/2022||OOD Generalisation - Definition and limitations (Video)||Exercise 1 (Tutorial video)|
|L3||04/11/2022||OOD Generalisation - Cue selection problem (Video)||Alex|
|L4||11/11/2022||OOD Generalisation - Cue selection and adversarial generalisation (Video)||Alex|
|L5||18/11/2022||More OOD and Explainability - Definition and limitations (Video)||Alex / Elisa|
|L6||25/11/2022||Explainability - Attribution (Video)||Exercise 2 (Tutorial slides)|
|L7||02/12/2022||Explainability - Attribution & evaluation (Video)||Elisa|
|L8||09/12/2022||Explainability - Model explanation (Video)||Elisa|
|L9||13/01/2023||Uncertainty - Definition and evaluation (Video)||Exercise 3 (Due: 03/02/2023)||Michael|
|L10||20/01/2023||Uncertainty - Epistemic uncertainty (Video)||Michael|
|L11||27/01/2023||Uncertainty - Aleatoric uncertainty (Video)||Michael|
|L12||03/02/2023||Exam information, Final topics, Research @ STAI (Video)||Elif|