Jonas Hanselle

16 papers A 1B 1Misc 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Co-Exploration and Co-Exploitation via Shared Structure in Multi-Task Bandits.
CoRR
Sumantrak Mukherjee, Serafima Lebedeva, Valentin Margraf, Jonas Hanselle, Kanta Yamaoka, Viktor Bengs, Stefan Konigorski, Eyke Hüllermeier, Sebastian Josef Vollmer
2025 A conf
Conformal Prediction without Nonconformity Scores.
UAI
Jonas Hanselle, Alireza Javanmardi, Tobias Florin Oberkofler, Yusuf Sale, Eyke Hüllermeier
2025 — conf
MSL: Multi-class Scoring Lists for Interpretable Incremental Decision-Making.
xAI (3)
Stefan Heid, Jaroslaw Kornowicz, Jonas Hanselle, Kirsten Thommes, Eyke Hüllermeier
2025 J jnl
Probabilistic scoring lists for interpretable machine learning.
Mach. Learn.
Jonas Hanselle, Stefan Heid, Johannes Fürnkranz, Eyke Hüllermeier
2024 J jnl
Learning decision catalogues for situated decision making: The case of scoring systems.
Int. J. Approx. Reason.
Stefan Heid, Jonas Hanselle, Johannes Fürnkranz, Eyke Hüllermeier
2024 J jnl
Probabilistic Scoring Lists for Interpretable Machine Learning.
CoRR
Jonas Hanselle, Stefan Heid, Johannes Fürnkranz, Eyke Hüllermeier
2023 — conf
Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain.
LWDA
Jonas Hanselle, Jaroslaw Kornowicz, Stefan Heid, Kirsten Thommes, Eyke Hüllermeier
2023 B conf
Probabilistic Scoring Lists for Interpretable Machine Learning.
DS
Jonas Hanselle, Johannes Fürnkranz, Eyke Hüllermeier
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
2022 — ch.
Distributed Data Streams.
Algorithms for Big Data
Jannik Castenow, Björn Feldkord, Jonas Hanselle, Till Knollmann, Manuel Malatyali, Friedhelm Meyer auf der Heide
2022 J jnl
HARRIS: Hybrid Ranking and Regression Forests for Algorithm Selection.
CoRR
Lukas Fehring, Jonas Hanselle, Alexander Tornede
2021 — conf
Algorithm Selection as Superset Learning: Constructing Algorithm Selectors from Imprecise Performance Data.
PAKDD (1)
Jonas Hanselle, 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 Misc conf
Hybrid Ranking and Regression for Algorithm Selection.
KI
Jonas Hanselle, Alexander Tornede, Marcel Wever, Eyke Hüllermeier