Tanja Tornede

15 papers A* 1A 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Best Practices For Empirical Meta-Algorithmic Research: Guidelines from the COSEAL Research Network.
CoRR
Theresa Eimer, Lennart Schäpermeier, André Biedenkapp, Alexander Tornede, Lars Kotthoff, Pieter Leyman, Matthias Feurer, Katharina Eggensperger, Kaitlin Maile, Tanja Tornede, Anna Kozak, Ke Xue, Marcel Wever, Mitra Baratchi, Damir Pulatov, Heike Trautmann, Haniye Kashgarani, Marius Lindauer
2024 J jnl
AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks.
Trans. Mach. Learn. Res.
Alexander Tornede, Difan Deng, Theresa Eimer, Joseph Giovanelli, Aditya Mohan, Tim Ruhkopf, Sarah Segel, Daphne Theodorakopoulos, Tanja Tornede, Henning Wachsmuth, Marius Lindauer
2024 A* conf
Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning.
AAAI
Joseph Giovanelli, Alexander Tornede, Tanja Tornede, Marius Lindauer
2024 J jnl
Towards Leveraging AutoML for Sustainable Deep Learning: A Multi-Objective HPO Approach on Deep Shift Neural Networks.
CoRR
Leona Hennig, Tanja Tornede, Marius Lindauer
2023 J jnl
Algorithm selection on a meta level.
Mach. Learn.
Alexander Tornede, Lukas Gehring, Tanja Tornede, Marcel Wever, Eyke Hüllermeier
2023 J jnl
AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks.
CoRR
Alexander Tornede, Difan Deng, Theresa Eimer, Joseph Giovanelli, Aditya Mohan, Tim Ruhkopf, Sarah Segel, Daphne Theodorakopoulos, Tanja Tornede, Henning Wachsmuth, Marius Lindauer
2023 J jnl
Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning.
CoRR
Joseph Giovanelli, Alexander Tornede, Tanja Tornede, Marius Lindauer
2023 J jnl
PyExperimenter: Easily distribute experiments and track results.
CoRR
Tanja Tornede, Alexander Tornede, Lukas Fehring, Lukas Gehring, Helena Graf, Jonas Hanselle, Felix Mohr, Marcel Wever
2023 J jnl
PyExperimenter: Easily distribute experiments and track results.
J. Open Source Softw.
Tanja Tornede, Alexander Tornede, Lukas Fehring, Lukas Gehring, Helena Graf, Jonas Hanselle, Felix Mohr, Marcel Wever
2023 J jnl
Towards Green Automated Machine Learning: Status Quo and Future Directions.
J. Artif. Intell. Res.
Tanja Tornede, Alexander Tornede, Jonas Hanselle, Felix Mohr, Marcel Wever, Eyke Hüllermeier
2021 J jnl
Algorithm Selection on a Meta Level.
CoRR
Alexander Tornede, Lukas Gehring, Tanja Tornede, Marcel Wever, Eyke Hüllermeier
2021 A conf
Coevolution of remaining useful lifetime estimation pipelines for automated predictive maintenance.
GECCO
Tanja Tornede, Alexander Tornede, Marcel Wever, Eyke Hüllermeier
2021 J jnl
Towards Green Automated Machine Learning: Status Quo and Future Directions.
CoRR
Tanja Tornede, Alexander Tornede, Jonas Hanselle, Marcel Wever, Felix Mohr, Eyke Hüllermeier
2020 — conf
AutoML for Predictive Maintenance: One Tool to RUL Them All.
IoT Streams/ITEM@PKDD/ECML
Tanja Tornede, Alexander Tornede, Marcel Wever, Felix Mohr, Eyke Hüllermeier
2020 J jnl
Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions.
Sensors
Martin W. Hoffmann, Stephan Wildermuth, Ralf Gitzel, Aydin Boyaci, Jörg Gebhardt, Holger Kaul, Ido Amihai, Bodo Forg, Michael Suriyah, Thomas Leibfried, Volker Stich, Jan Hicking, Martin Bremer, Lars Kaminski, Daniel Beverungen, Philipp zur Heiden, Tanja Tornede