Alexander Tornede
7 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Keywords
hyperparameter optimization
(4)
algorithm selection
(2)
runtime prediction
(2)
bayesian optimization
(2)
multi-objective optimization
(1)
parameter tuning
(1)
multi-armed bandit
(1)
surrogate model
(1)
symbolic regression
(1)
pareto front
(1)
automated machine learning
(1)
algorithm configuration
(1)
censored data
(1)
explainable model
(1)
formula extraction
(1)
interactive dashboard
(1)
censored feedback
(1)
optimization analysis
(1)
decision theory
(1)
configuration method
(1)
Papers
DeepCAVE: A Visualization and Analysis Tool for Automated Machine Learning
JMLR 2025
Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning
AAAI 2024
Position: A Call to Action for a Human-Centered AutoML Paradigm
ICML 2024
A Survey of Methods for Automated Algorithm Configuration (Extended Abstract)
IJCAI 2023
Symbolic Explanations for Hyperparameter Optimization
AutoML 2023
Machine Learning for Online Algorithm Selection under Censored Feedback
AAAI 2022
Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis
ACML 2020