Schneider, Lennart

8 publications

ICML 2025 Hyperband-Based Bayesian Optimization for Black-Box Prompt Selection Lennart Schneider, Martin Wistuba, Aaron Klein, Jacek Golebiowski, Giovanni Zappella, Felice Antonio Merra

AutoML 2025 Overtuning in Hyperparameter Optimization Lennart Schneider, Bernd Bischl, Matthias Feurer

NeurIPS 2024 Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization Thomas Nagler, Lennart Schneider, Bernd Bischl, Matthias Feurer

AutoML 2023 Q(D)O-ES: Population-Based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML Lennart Oswald Purucker, Lennart Schneider, Marie Anastacio, Joeran Beel, Bernd Bischl, Holger Hoos

AutoML 2022 Tackling Neural Architecture Search with Quality Diversity Optimization Lennart Schneider, Florian Pfisterer, Paul Kent, Juergen Branke, Bernd Bischl, Janek Thomas

AutoML 2022 YAHPO Gym - An Efficient Multi-Objective Multi-Fidelity Benchmark for Hyperparameter Optimization Florian Pfisterer, Lennart Schneider, Julia Moosbauer, Martin Binder, Bernd Bischl

MLOSS 2021 Mlr3pipelines - Flexible Machine Learning Pipelines in R Martin Binder, Florian Pfisterer, Michel Lang, Lennart Schneider, Lars Kotthoff, Bernd Bischl

ICMLW 2021 Mutation Is All You Need Lennart Schneider, Florian Pfisterer, Martin Binder, Bernd Bischl