Lennart Schneider
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(8)
🌉
Interdisciplinary Bridge
🔥
Unstoppable
(5)
Conferences
AUTOML (4)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
hyperparameter optimization
(3)
multi-objective optimization
(2)
quality diversity
(2)
generalization error
(1)
surrogate model
(1)
validation loss
(1)
search space
(1)
multi-fidelity optimization
(1)
population-based optimization
(1)
automated machine learning
(1)
ensemble selection
(1)
workflow automation
(1)
machine learning pipeline
(1)
benchmark suite
(1)
post hoc ensemble
(1)
neural architecture search
(1)
cross validation
(1)
Papers
Hyperband-based Bayesian Optimization for Black-box Prompt Selection
ICML 2025
Overtuning in Hyperparameter Optimization
AUTOML 2025
Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization
NIPS 2024
Q(D)O-ES: Population-based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML
AUTOML 2023
Tackling Neural Architecture Search With Quality Diversity Optimization
AUTOML 2022
YAHPO Gym - An Efficient Multi-Objective Multi-Fidelity Benchmark for Hyperparameter Optimization
AUTOML 2022
mlr3pipelines - Flexible Machine Learning Pipelines in R
JMLR 2021