MSc. Theresa Eimer
Leibniz Universität Hannover
Institut für Informationsverarbeitung
Appelstr. 9A
30167 Hannover
Germany
phone: +49 511 762-5302
fax: +49 511 762-5333
office location: room 1332

Theresa Eimer studied Computer Science at the Albert-Ludwigs Universität Freiburg and recieved her Master's degree in 2019. Her thesis "Improved Meta-Learning for Algorithm Control through Self-Paced Learning" showed the benefits of automatically generated learning curricula for Dynamic Algorithm Configuration. Since 2020 she is working towards a PhD as a doctoral researcher at the Institut für Informationsverarbeitung.

Her main research interest is AutoML, more specifically Dynamic Algorithm Configuration which aims to control algorithm hyperparameters on the fly in order to improve the algorithm's performance. A focus here is on the use of Transfer and Meta-Learning techniques for Reinforcement Learning in order to make training more efficient and enable knowledge transfer between instances and problems.

  • Andre Biedenkapp, H. Furkan Bozkurt, Theresa Eimer, Frank Hutter, Marius Lindauer
    Algorithm Control: Foundation of a New Meta-Algorithmic Framework
    Proceedings of the European Conference on Artificial Intelligence (ECAI), 2020