In our bi-weekly research colloquium, we aim at widening our view of different research directions in machine learning and artificial intelligence, multi-agent systems, network optimization, and other tightly related fields. Besides the talks given by the group members, we are glad to invite other scientists to explain their research and share their views.
Our bi-weekly colloquium is held online via Zoom. If you are interested in giving a talk or attending one, please email Prof. Setareh Maghsudi.

Linear Combinatorial Semi-Bandit with Causally Related Rewards

Behzad Nourani Koliji, M.Sc., University of Tübingen, Germany

Inverse Reinforcement Learning

Prof. Mai Anh Tien, Ph.D., Singapore Management University

A Brief Introduction of Scrum Project Management Methodology

Meldoi Caliskan, M.Sc., University of Tübingen, Germany

Communication-Aware and Decentralized Strategic Learning in Networked Multiagent Systems

Prof. Ceyhun Eskin, Ph.D., Texas A&M University, USA

Learning Estimation for Nonlinear Models in Educational Applications

Prof. Andrew Lan, Ph.D., University of Massachusetts, USA

10. 09. 2021
Putting Theory to Work: From Learning Bounds to Meta-Learning Algorithms

Prof. Ievgen Redko, Ph.D., University Jean Monnet of Saint-Etienne, France

27. 08. 2021
Multi-Task Cooperative Formation Control of Autonomous Surface Vehicles

Xiaotong Chenge, M.Sc., University of Tübingen, Germany

13. 08. 2021
Summer Break

30. 07. 2021
Introduction to Online Clustering

Melodi Caliskan, M.Sc., Bogazici University, Turkey

16. 07. 2021
Introduction to Submodular Optimization

Ehsan Kazemi, Ph.D., Google Inc., Switzerland

02. 07. 2021
Introduction to Federated Learning

Felix Sattler, M.Sc., Fraunhofer HHI, Germany

18. 06. 2021
Over the Air Computation

Mathias Frey, M.Sc., Technical University of Berlin, Germany

04. 06. 2021
Data-Driven Online Decision-Making with Costly Information Acquisition

Saeed Ghoorchian, M.Sc., Technical University of Berlin, Germany

21. 05. 2021
Introduction to Domain Adaptation

Sofiane Dhoiub, Ph.D., University of Tübingen, Germany

07. 05. 2021
Spring Break

23. 04. 2021
Joint Coverage and Resource Allocation for Federated Learning in UAV-Enabled Networks

Mariam Yahya, M.Sc., University of Tübingen, Germany

09. 04. 2021
Multi-Armed Bandit for Energy-Efficient and Delay-Sensitive Edge Computing in Dynamic Networks With Uncertainty

Saeed Ghoorchian, M.Sc., Technical University of Berlin, Germany

26. 03. 2021
Decentralized Dynamic Rate and Channel Selection Over a Shared Spectrum

Alireza Javanmardi, M.Sc., University of Tübingen, Germany