Marc-André Zöller

20 papers B 3C 1Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
AutoQML: A Framework for Automated Quantum Machine Learning.
QSW
Marco Roth, David A. Kreplin, Daniel Basilewitsch, João F. Bravo, Dennis Klau, Milan Marinov, Daniel Pranjic, Peter Schichtel, Horst Stühler, Moritz Willmann, Marc-André Zöller
2025 J jnl
AutoQML: A Framework for Automated Quantum Machine Learning.
CoRR
Marco Roth, David A. Kreplin, Daniel Basilewitsch, João F. Bravo, Dennis Klau, Milan Marinov, Daniel Pranjic, Horst Stühler, Moritz Willmann, Marc-André Zöller
2025 J jnl
Practitioner Motives to Use Different Hyperparameter Optimization Methods.
ACM Trans. Comput. Hum. Interact.
Niclas Kannengießer, Niklas Hasebrook, Felix Morsbach, Marc-André Zöller, Jörg K. H. Franke, Marius Lindauer, Frank Hutter, Ali Sunyaev
2024 — conf
Auto-sktime: Automated Time Series Forecasting.
LION
Marc-André Zöller, Marius Lindauer, Marco F. Huber
2024 J jnl
End-to-End Implementation of Automated Price Forecasting Applications.
SN Comput. Sci.
Horst Stühler, Dennis Klau, Marc-André Zöller, Alexandre Beiderwellen Bedrikow, Christian Tutschku
2024 — conf
Trustworthy Generative AI for Financial Services (Practitioner Track).
SAIA
Marc-André Zöller, Anastasiia Iurshina, Ines Röder
2023 B conf
Automated Machine Learning for Remaining Useful Life Predictions.
SMC
Marc-André Zöller, Fabian Mauthe, Peter Zeiler, Marius Lindauer, Marco F. Huber
2023 J jnl
Automated Machine Learning for Remaining Useful Life Predictions.
CoRR
Marc-André Zöller, Fabian Mauthe, Peter Zeiler, Marius Lindauer, Marco F. Huber
2023 C conf
Benchmarking Automated Machine Learning Methods for Price Forecasting Applications.
DATA
Horst Stühler, Marc-André Zöller, Dennis Klau, Alexandre Beiderwellen Bedrikow, Christian Tutschku
2023 J jnl
Benchmarking Automated Machine Learning Methods for Price Forecasting Applications.
CoRR
Horst Stühler, Marc-André Zöller, Dennis Klau, Alexandre Beiderwellen Bedrikow, Christian Tutschku
2023 J jnl
Bringing Quantum Algorithms to Automated Machine Learning: A Systematic Review of AutoML Frameworks Regarding Extensibility for QML Algorithms.
CoRR
Dennis Klau, Marc-André Zöller, Christian Tutschku
2023 J jnl
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning.
ACM Trans. Interact. Intell. Syst.
Marc-André Zöller, Waldemar Titov, Thomas Schlegel, Marco F. Huber
2023 J jnl
auto-sktime: Automated Time Series Forecasting.
CoRR
Marc-André Zöller, Marius Lindauer, Marco F. Huber
2022 J jnl
XAutoML: A Visual Analytics Tool for Establishing Trust in Automated Machine Learning.
CoRR
Marc-André Zöller, Waldemar Titov, Thomas Schlegel, Marco F. Huber
2021 J jnl
Benchmark and Survey of Automated Machine Learning Frameworks.
J. Artif. Intell. Res.
Marc-André Zöller, Marco F. Huber
2021 B conf
Incremental Search Space Construction for Machine Learning Pipeline Synthesis.
IDA
Marc-André Zöller, Tien-Dung Nguyen, Marco F. Huber
2021 J jnl
Incremental Search Space Construction for Machine Learning Pipeline Synthesis.
CoRR
Marc-André Zöller, Tien-Dung Nguyen, Marco F. Huber
2020 B conf
AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model.
IDA
Tien-Dung Nguyen, Tomasz Maszczyk, Katarzyna Musial, Marc-André Zöller, Bogdan Gabrys
2020 J jnl
AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model.
CoRR
Tien-Dung Nguyen, Tomasz Maszczyk, Katarzyna Musial, Marc-André Zöller, Bogdan Gabrys
2019 J jnl
Survey on Automated Machine Learning.
CoRR
Marc-André Zöller, Marco F. Huber