ÖAW AI Winter School 2023

Contribution List

23. Registration

Brigitte De Monte

1/23/23, 8:30 AM

1. Welcome

Wolfgang Waltenberger (Austrian Academy of Sciences (AT))

1/23/23, 9:00 AM

3. Introduction, NLP and deep learning

Tomasz Walkowiak

1/23/23, 9:10 AM

4. Introduction, Deep Learning and Natural Sciences

Gregor Kasieczka (Hamburg University (DE))

1/23/23, 11:00 AM

17. Natural Language Processing

Tomasz Walkowiak

1/23/23, 2:00 PM

5. Exercises

Tomasz Walkowiak

1/23/23, 4:00 PM

6. Unsupervised methods

Gregor Kasieczka (Hamburg University (DE))

1/24/23, 9:00 AM

7. Multidimensional Scaling, Data Visualization, and Explainable AI

Mateusz Gniewkowski, Tomasz Walkowiak

1/24/23, 11:00 AM

8. Exercises - Normalizing Flows

Manuel Sommerhalder (Hamburg University (DE))

1/24/23, 2:00 PM

20. Exercises - Anomaly Detection

Manuel Sommerhalder (Hamburg University (DE))

1/24/23, 4:30 PM

10. Sentiment Analysis

Julia Neidhardt, Mete Sertkan, Thomas Kolb

1/25/23, 9:00 AM

25 min Overview of Application of NLP in Recommender Systems and other areas + short introduction to Digital Humanism
45 min Sentiment Analysis
20 min Emotion Detection

11. Toxicity, and Populism

Ahmadou Wagne, Irina Nalis, Julia Neidhardt

1/25/23, 11:00 AM

25 min Emotion Detection
25 min Psychological perspective
15 min Toxicity Detection
25 min Populism Detection

9. Exercises

Julia Neidhardt, Meta Sertkan, Thomas Kolb

1/25/23, 2:00 PM

https://github.com/CDL-RecSys/oeaw-ai-winter-school-2023

21. Exercises

Adhmadou Wagne, Irina Nalis, Julia Neidhardt

1/25/23, 4:30 PM

12. Differentiable Programming

Lukas Alexander Heinrich (Technische Universitat Munchen (DE))

1/26/23, 9:00 AM

13. Simulation Based Inference

Lukas Alexander Heinrich (Max Planck Society (DE))

1/26/23, 11:00 AM

14. Exercises

Lukas Alexander Heinrich (Max Planck Society (DE))

1/26/23, 2:00 PM

22. Exercises

Lukas Alexander Heinrich (Max Planck Society (DE))

1/26/23, 4:30 PM

15. Exercises

Tomasz Walkowiak

1/27/23, 9:30 AM

16. Exercises - Model-Agnostic Explanation Techniques

Mateusz Gniewkowski

1/27/23, 11:30 AM

2. Closing

Wolfgang Waltenberger (Austrian Academy of Sciences (AT))

1/27/23, 12:50 PM

18. Hackathon

19. Welcome Reception