9-16 February 2024
Part 1: ML for HCI and Social Science
Speakers:
Albrecht Schmidt, Professor @ LMU Munich
Bastian Pfleging, Professor @ TU Bergakademie Freiberg
Ben Sischka, Risk Analyst @ Allianz
Esther Bosch, Head of HMI @ German Aerospace Centre (DLR)
Florian Alt, Professor @ University of the Bundeswehr Munich
Frauke Kreuter, Professor @ LMU Munich
Jasmin Niess, Professor @ University of Oslo
Johanna Pirker, Professor @ LMU Munich
Markus Funk, UX Engineering & Research Manager @ Cerence
Pascal Knierem, Professor @ University of Innsbruck
Paul Lukowicz, Professor @ DFKI
Sarah Völkel, Senior UX Researcher @ Google
Sven Mayer, Professor @ LMU Munich
Thomas Kosch, Professor @ HU Berlin
Schedule
| 9.2.2024 | 10.2.2024 | 11.2.2024 | 12.2.2024 | |
| Friday | Saturday | Sunday | Monday | |
| 13:30-15:00 | From Statistics to ML – how to make sense of Data – Frauke Kreuter | Creating Empathic interfaces with GenAI – Thomas Kosch, Mario Sänger, Christopher Lazik, Christopher Katins | Departure (Checkout 10 am) | |
| 15:00-15:30 | Coffee Break | Coffee Break | Coffee Break | |
| 15:30-16:45 | From data to insight: Raw data to training using Jupiter Notebooks – Thomas Kosch, Mario Sänger, Christopher Lazik, Christopher Katins | ML + Privacy & Security – Florian Alt | ||
| 16:45-17:00 | Coffee Break | Coffee Break | Coffee Break | |
| 17:00-18:00 | Machine Learning Basics, Hands-on TensorFlow & Keras – Jan Leusmann, Jesse Grootjen & Sven Mayer | AI + Games – Johanna Pirker | ||
| 18:00-19:45 | Dinner | Dinner | Dinner | |
| 19:45-20:30 | Introduction – Albrecht Schmidt | TensorFlow Deployment via Android & Tuning – Jan Leusmann, Jesse Grootjen & Sven Mayer | Science Slam – Julia Dominiak, Sarah Ball, Francesco Chiossi, Viktorija Peneva, Boris Kegeles, Oliver Hein, Matthias Hoppe | |
| 20:30-21:30 | Tech Foundations of ML (data types, ML approach, SVM, Random Forest, Deep Learning architectures) – Paul Lukowicz | Industry Perspectives – Markus Funk & Sarah Völkel & Ben Sischka | Mentoring: Careers in HCI and beyond – Jasmin Niess |
Part 2: A Human-Centered Perspective on LLMs
Speakers:
Albrecht Schmidt, Professor @ LMU Munich
Bastian Pfleging, Professor @ TU Bergakademie Freiberg
Chao Wang, Senior Scientist @ Honda Research
Christina Schneegass, Professor @ TU Delft
Daniel Buschek, Professor @ University of Bayreuth
Evangelos Niforatos, Professor @ TU Delft
Frauke Kreuter, Professor @ LMU Munich
Gerd Kortuem, Professor @ TU Delft
Jasmin Niess, Professor @ University of Oslo
Paweł W. Woźniak, Professor @ Chalmers University of Technology
Sven Mayer, Professor @ LMU Munich
Tilman Dingler, Professor @ TU Delft
Schedule
| Monday 12 | Tuesday 13 | Wednesday 14 | Thursday 15 | Friday 16 | |
| 13:30-15:00 | Tech Foundations: Word Embeddings – Yannick Weiss Tech Foundations: LLM Architecture – Julian Rasch Basics of mistralAI – Teodora Mitrevska | Tutorial: Retrieval Augmented Generation (RAG) – Samuel Kernan Freire | The Soft Side of LLMs: Achievement, Ownership, Control, & Bias – Tilman Dingler | Departure (Checkout 10 am) | |
| 15:00-15:30 | Coffee Break | Coffee Break | Coffee Break | ||
| 15:30-16:45 | Arrival | LLMs for Human-Robot Interaction – Chao Wang | LLMs in Human-Centered Design – Fiona Draxler | Supporting Reflection & Wellbeing with LLMs – Evropi Stefanidi & Nadine Wagener LLMs in Digital Health – Pavithren Pakianathan | |
| 16:45-17:00 | Coffee Break | Coffee Break | Coffee Break | ||
| 17:00-18:00 | Tutorial: Embeddings & Prompt Engineering – Steeven Villa, Meagan Loerakker | Supporting HCI Research with LLMs – Christina Schneegass, Gerd Kortuem | Supporting Creative Tasks and Writing with LLMs – Daniel Buschek | ||
| 18:00-19:45 | Dinner | Dinner | Walk to restaurant | Dinner | |
| 19:45-20:30 | Introduction – Albrecht Schmidt Tech Foundations: Neural Networks & Backpropagation – Jonas Keppel Ethics of LLMs – Henrike Weingärtner, Sophia Sakel | Building Applications with ChatGPT – Chiara Hortmann, Rifat Amin Legal Aspects of LLMs – Carina Liebers, Niklas Pfützenreuter, Marvin Strauß Ethics, Morals, Laws, & Risks of GenAI – Heiko Drewes | Self-Organized Dinner | Deploying LLMs in Application Domains – Evangelos Niforatos | |
| 20:30-21:30 | Adversal Design Fictions in the context of LLMs – Jakob Karolus, Pawel Wozniak, Bastian Pfleging | LLMs in Physics – Steffen Steinert, Florian Lang, Clara Sayffaerth, Jakob Karolus | Career Mentoring – Jasmin Niess |
Organizers:
