Tornede, Tanja

5 publications

TMLR 2024 AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks Alexander Tornede, Difan Deng, Theresa Eimer, Joseph Giovanelli, Aditya Mohan, Tim Ruhkopf, Sarah Segel, Daphne Theodorakopoulos, Tanja Tornede, Henning Wachsmuth, Marius Lindauer

AAAI 2024 Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning Joseph Giovanelli, Alexander Tornede, Tanja Tornede, Marius Lindauer

ICLRW 2024 Towards Leveraging AutoML for Sustainable Deep Learning: A Multi-Objective HPO Approach on Deep Shift Neural Networks Leona Hennig, Tanja Tornede, Marius Lindauer

MLJ 2023 Algorithm Selection on a Meta Level Alexander Tornede, Lukas Gehring, Tanja Tornede, Marcel Wever, Eyke Hüllermeier

JAIR 2023 Towards Green Automated Machine Learning: Status Quo and Future Directions Tanja Tornede, Alexander Tornede, Jonas Hanselle, Felix Mohr, Marcel Wever, Eyke Hüllermeier