Alexander Tornede

AutoML for Multi-Label Classification: Overview and Empirical Evaluation

Marcel Wever, Alexander Tornede, Felix Mohr et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 84 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +18

A Survey of Methods for Automated Algorithm Configuration

Elias Schede, Jasmin Brandt, Alexander Tornede et al. · Journal of Artificial Intelligence Research · 2022 · 56 citations · Full text

Artificial Intelligence, Engineering, Algorithm Configuration +20

Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning

Felix Mohr, Marcel Wever, Alexander Tornede et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 44 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Towards Green Automated Machine Learning: Status Quo and Future Directions

Tanja Tornede, Alexander Tornede, Jonas Hanselle et al. · Journal of Artificial Intelligence Research · 2023 · 41 citations · Full text

Algorithm selection on a meta level

Alexander Tornede, Lukas Gehring, Tanja Tornede et al. · Machine Learning · 2022 · 21 citations · Full text