Lectures and Exercises
since 2023 at Hochschule der Medien (University of Applied Sciences):
Lecture: Grundlagen Maschinelles Lernen / Künstliche Intelligenz
Lecture: Angewandte Künstliche Intelligenz in Audiovisuellen Medien
Lecture: Künstliche Intelligenz / Maschinelles Lernen für Audiovisuelle Medien
2022 at University of Stuttgart:
Seminar: Knowledge Base Population in Practice
2019 at RANLP'19 Summer School on Deep Learning in Natural Language Processing:
Practical Session: General Introduction to PyTorch: Hands-on Material on Embeddings and How Pre-trained Embeddings can Improve Models for NLP
2019 at University of Zurich:
Lecture: Deep Learning in der Computerlinguistik
2018 - 2019 at University of Stuttgart:
Lecture: Deep Learning for Speech and Language Processing (in corporation with Thang Vu)
Lecture: Programmierung für die Maschinelle Sprachverarbeitung
Seminar: Deep Learning for Knowledge Bases
2014 - 2015 at LMU Munich:
Exercises: Computerlinguistische Anwendungen
Exercises: Einführung in die Computerlinguistik
Exercises: Information Retrieval
Thesis Supervision
2019 - 2023 at Bosch Center for Artificial Intelligence:
Supervision of four PhD theses
Supervision of four PhD sabbaticals, four internships, two working students
Supervision of one Bachelor and nine Master theses
2018 - 2019 at University of Stuttgart:
Supervision of one Bachelor and two Master theses
2014 - 2015 at LMU Munich:
Supervision of four Bachelor and two Master theses