Mirko Bunse

24 papers A* 1B 1Journal 5Unranked 11
YearRankTypeTitle / Venue / Authors
2024 — ed.
Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), Vilnius, Lithuania, September 9th, 2024.
IAL@PKDD/ECML
Mirko Bunse, Marek Herde, Georg Krempl, Vincent Lemaire, Alaa Tharwat, Minh Tuan Pham, Amal Saadallah
2024 J jnl
Regularization-based methods for ordinal quantification.
Data Min. Knowl. Discov.
Mirko Bunse, Alejandro Moreo, Fabrizio Sebastiani, Martin Senz
2023 — conf
Class-Conditional Label Noise in Astroparticle Physics.
ECML/PKDD (6)
Mirko Bunse, Lukas Pfahler
2023 — ed.
Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2023), Torino, Italy, September 22nd, 2023.
IAL@PKDD/ECML
Mirko Bunse, Barbara Hammer, Georg Krempl, Vincent Lemaire, Alaa Tharwat, Amal Saadallah
2023 J jnl
Regularization-Based Methods for Ordinal Quantification.
CoRR
Mirko Bunse, Alejandro Moreo, Fabrizio Sebastiani, Martin Senz
2023 J jnl
Report on the 3rd International Workshop onLearning to Quantify (LQ 2023).
SIGKDD Explor.
Mirko Bunse, Pablo González, Alejandro Moreo, Fabrizio Sebastiani
2023 — conf
Tutorial: Interactive Adaptive Learning.
IAL@PKDD/ECML
Mirko Bunse, Georg Krempl, Alaa Tharwat, Amal Saadallah
2022 — conf
Certifiable Active Class Selection in Multi-Class Classification.
IAL@PKDD/ECML
Martin Senz, Mirko Bunse, Katharina Morik
2022 — conf
DortmundAI at LeQua 2022: Regularized SLD.
CLEF (Working Notes)
Martin Senz, Mirko Bunse
2022 — ch.
Inverse Problems.
Mach. Learn. under Resour. Constraints Vol. 2 (2)
Tim Ruhe, Mirko Bunse, Wolfgang Rhode, Bernhard Spaan, Michael Schmelling, Maximilian Linhoff, Marlene Doert, Karolin Hymon
2022 — ch.
Key Concepts in Machine Learning and Data Analysis.
Mach. Learn. under Resour. Constraints Vol. 2 (2)
Katharina Morik, Mirko Bunse
2022 — —
Machine learning for acquiring knowledge in astro-particle physics.
Mirko Bunse
2022 — ch.
Monte Carlo Simulations.
Mach. Learn. under Resour. Constraints Vol. 2 (2)
Bernhard Spaan, Hans Dembinski, Gerwin Meier, Jean-Marco Alameddine, Dominik Baack, Mirko Bunse, Jens Teubner, Thomas Lindemann, Maximilian Linhoff, Tim Ruhe
2022 — conf
Ordinal Quantification Through Regularization.
ECML/PKDD (5)
Mirko Bunse, Alejandro Moreo, Fabrizio Sebastiani, Martin Senz
2022 — conf
Unification of Algorithms for Quantification and Unfolding.
GI-Jahrestagung
Mirko Bunse
2021 — conf
Active Class Selection with Uncertain Class Proportions.
IAL@PKDD/ECML
Mirko Bunse, Katharina Morik
2021 — conf
Certification of Model Robustness in Active Class Selection.
ECML/PKDD (2)
Mirko Bunse, Katharina Morik
2021 J jnl
Noisy Labels for Weakly Supervised Gamma Hadron Classification.
CoRR
Lukas Pfahler, Mirko Bunse, Katharina Morik
2020 J jnl
Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots.
CoRR
Nikolaos Nikolaou, Ingo P. Waldmann, Angelos Tsiaras, Mario Morvan, Billy Edwards, Kai Hou Yip, Giovanna Tinetti, Subhajit Sarkar, James M. Dawson, Vadim Borisov, Gjergji Kasneci, Matej Petkovic, Tomaz Stepisnik, Tarek Al-Ubaidi, Rachel Louise Bailey, Michael Granitzer, Sahib Julka, Roman Kern, Patrick Ofner, Stefan Wagner, Lukas Heppe, Mirko Bunse, Katharina Morik
2020 A* conf
Optimal Probabilistic Classification in Active Class Selection.
ICDM
Mirko Bunse, Dorina Weichert, Alexander Kister, Katharina Morik
2019 — conf
A Data Science Perspective on Deconvolution.
GI-Jahrestagung
Mirko Bunse, Nico Piatkowski, Tim Ruhe, Katharina Morik, Wolfgang Rhode
2019 — conf
What Can We Expect from Active Class Selection?
LWDA
Mirko Bunse, Katharina Morik
2018 — conf
Towards a Unifying View on Deconvolution in Cherenkov Astronomy.
LWDA
Mirko Bunse, Nico Piatkowski, Katharina Morik
2018 B conf
Unification of Deconvolution Algorithms for Cherenkov Astronomy.
DSAA
Mirko Bunse, Nico Piatkowski, Katharina Morik, Tim Ruhe, Wolfgang Rhode