04.09.2026
MCML at ECML-PKDD 2026
Eight Accepted Papers (7 Main, and 1 Workshop)
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Naples, Italy, Sep 07-11, 2026
We are happy to announce that MCML researchers have contributed a total of 8 papers to ECML-PKDD 2026: 7 Main, and 1 Workshop papers. Congrats to our researchers!
Main Track (7 papers)
J. Blake • M. Schubert
Hyperbolic Maps and Objective Preserving Rewards for Learning Coverage Paths in Unknown Environments.
ECML-PKDD 2026 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Naples, Italy, Sep 07-11, 2026. DOI
Hyperbolic Maps and Objective Preserving Rewards for Learning Coverage Paths in Unknown Environments.
ECML-PKDD 2026 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Naples, Italy, Sep 07-11, 2026. DOI
F. Ewald • M. Binder • M. Feurer • B. Bischl • G. Casalicchio
CASHomon Sets: Efficient Rashomon Sets Across Multiple Model Classes and their Hyperparameters.
ECML-PKDD 2026 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Naples, Italy, Sep 07-11, 2026. To be published. Preprint available. arXiv
CASHomon Sets: Efficient Rashomon Sets Across Multiple Model Classes and their Hyperparameters.
ECML-PKDD 2026 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Naples, Italy, Sep 07-11, 2026. To be published. Preprint available. arXiv
P. Kolpaczki • F. Edelmann • M. Muschalik • E. Hüllermeier
Approximating Shapley Interactions with Marginal Contributions.
ECML-PKDD 2026 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Naples, Italy, Sep 07-11, 2026. To be published.
Approximating Shapley Interactions with Marginal Contributions.
ECML-PKDD 2026 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Naples, Italy, Sep 07-11, 2026. To be published.
S. Nikolenko • M. Papucci • M. Rezaei • S. K. Manchingal
What Intermediate Layers Know: Detecting Jailbreaks from Entropy Dynamics.
ECML-PKDD 2026 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Naples, Italy, Sep 07-11, 2026. To be published. Preprint available. arXiv GitHub
What Intermediate Layers Know: Detecting Jailbreaks from Entropy Dynamics.
ECML-PKDD 2026 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Naples, Italy, Sep 07-11, 2026. To be published. Preprint available. arXiv GitHub
M. Surner • A. Khelil • L. Bothmann
Invariance Pair Guidance: Robustness to Spurious Correlations via Corrective Gradients.
ECML-PKDD 2026 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Naples, Italy, Sep 07-11, 2026. To be published. Preprint available. arXiv
Invariance Pair Guidance: Robustness to Spurious Correlations via Corrective Gradients.
ECML-PKDD 2026 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Naples, Italy, Sep 07-11, 2026. To be published. Preprint available. arXiv
U. Schlegel • S. Shubhangi • G. Dax • S. R. Kaminwar • F. Karl • T. Seidl
Vision–Language-Guided Pseudo-Labels for Unsupervised Domain Adaptation in Semantic Segmentation for Waste Sorting.
ECML-PKDD 2026 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Naples, Italy, Sep 07-11, 2026. To be published.
Vision–Language-Guided Pseudo-Labels for Unsupervised Domain Adaptation in Semantic Segmentation for Waste Sorting.
ECML-PKDD 2026 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Naples, Italy, Sep 07-11, 2026. To be published.
E. Zaradoukas • D. Gabrielli • B. Prenkaj • G. Kasneci
Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning.
ECML-PKDD 2026 - 2nd Workshop on Machine Unlearning and Privacy Preservation at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Naples, Italy, Sep 07-11, 2026. To be published. Preprint available. arXiv
Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning.
ECML-PKDD 2026 - 2nd Workshop on Machine Unlearning and Privacy Preservation at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Naples, Italy, Sep 07-11, 2026. To be published. Preprint available. arXiv
Workshops (1 paper)
C. Leininger • H. Veit • M. Aßenmacher • A. Bender
Fairness Beyond Anonymization? Demographic Leakage in German LLM-Generated Resumes.
BIAS @ECML-PKDD 2026 - Workshop on Bias and Fairness in AI at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Naples, Italy, Sep 07-11, 2026. To be published. Preprint available. arXiv GitHub
Fairness Beyond Anonymization? Demographic Leakage in German LLM-Generated Resumes.
BIAS @ECML-PKDD 2026 - Workshop on Bias and Fairness in AI at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Naples, Italy, Sep 07-11, 2026. To be published. Preprint available. arXiv GitHub
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