Teaching

Winter Semester 2024/25

• Seminar on Theoretical advances in deep learning
• Recent advances in theoretical machine learning (reading group)

Summer Semester 2024

• Statistical foundations of learning (CIT4230004)
• Practical - Analysis of new phenomena in machine/deep learning
• Recent advances in theoretical machine learning (reading group)

Winter Semester 2023/24

• Complexity theory (IN2007)
• Gems of Informatics 3 (IN2176) : Modelling and analysis of real-world graphs
• Seminar on Theoretical advances in deep learning
• Recent advances in theoretical machine learning (reading group)

Summer Semester 2023

• Statistical foundations of learning (CIT4230004)
• Practical - Analysis of new phenomena in machine/deep learning
• Recent advances in theoretical machine learning (reading group)

Winter Semester 2022/23

• Fundamental Algorithms (IN2157)
• Gems of Informatics 3 (IN2176) : Modelling and analysis of real-world graphs
• Seminar on Theoretical advances in deep learning
• Recent advances in theoretical machine learning (reading group)

Summer Semester 2022

• Statistical foundations of learning (IN2378)
• Practical - Analysis of new phenomena in machine/deep learning
• Recent advances in theoretical machine learning (reading group)

Winter Semester 2021/22

• Gems of Informatics 3 (IN2176) : Modelling and analysis of real-world graphs
• Seminar on Advanced Complexity Theory
• Recent advances in theoretical machine learning (reading group)

Summer Semester 2021

• Seminar on Theoretical advances in deep learning
• Statistical foundations of learning (IN2378)
• Complexity theory (IN2007)
• Recent advances in theoretical machine learning (reading group) -- will resume in end of Summer 2021

Winter semester 2020/21

• Efficient Algorithms and Data Structures 1 (IN2003)
• Gems of Informatics 3 (IN2176) : Modelling and analysis of real-world graphs
• Recent advances in theoretical machine learning (reading group)

Summer semester 2020

• Statistical foundations of learning (IN2378)
• Seminar on Theoretical advances in deep learning
• TFAI Reading group

Winter semester 2019/20

• Statistical foundations of learning (IN2378)

Before 2019 (at Uni Tübingen)

• Winter 2018 / 19: Statistical Network Analysis
• Summer 2018: Seminar on Statistical Inference on Networks
• Winter 2016 / 17: Seminar on Crowdsourcing algorithms