Marcel Wever
6 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
Top co-authors
Research topics
Keywords
hyperparameter optimization
(4)
decision theory
(1)
survival analysis
(1)
algorithm selection
(1)
parameter tuning
(1)
multi-armed bandit
(1)
resource efficiency
(1)
shapley value
(1)
model interpretation
(1)
successive halving
(1)
automated machine learning
(1)
algorithm configuration
(1)
censored data
(1)
ablation study
(1)
interactive dashboard
(1)
runtime prediction
(1)
optimization analysis
(1)
game theory
(1)
configuration method
(1)
Papers
HyperSHAP: Shapley Values and Interactions for Explaining Hyperparameter Optimization
AAAI 2026
DeepCAVE: A Visualization and Analysis Tool for Automated Machine Learning
JMLR 2025
Best Arm Identification with Retroactively Increased Sampling Budget for More Resource-Efficient HPO
IJCAI 2024
Position: Why We Must Rethink Empirical Research in Machine Learning
ICML 2024
A Survey of Methods for Automated Algorithm Configuration (Extended Abstract)
IJCAI 2023
Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis
ACML 2020