Lennart Purucker
Lennart Purucker
Other namesLennart Oswald Purucker
PhD Student
Verified email at - Homepage
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Assembled-OpenML: Creating Efficient Benchmarks for Ensembles in AutoML with OpenML
L Purucker, J Beel
First Conference on Automated Machine Learning (Late-Breaking Workshop), 2022
CMA-ES for Post Hoc Ensembling in AutoML: A Great Success and Salvageable Failure
LO Purucker, J Beel
International Conference on Automated Machine Learning, 1/1-23, 2023
The effect of random seeds for data splitting on recommendation accuracy
L Wegmeth, T Vente, L Purucker, J Beel
Perspectives on the Evaluation of Recommender Systems Workshop (PERSPECTIVES …, 2023
Don't Waste Your Time: Early Stopping Cross-Validation
E Bergman, L Purucker, F Hutter
arXiv preprint arXiv:2405.03389, 2024
Revealing the Hidden Impact of Top-N Metrics on Optimization in Recommender Systems
L Wegmeth, T Vente, L Purucker
ECIR 2024, 2024
Q(D)O-ES: Population-based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML
LO Purucker, L Schneider, M Anastacio, J Beel, B Bischl, H Hoos
International Conference on Automated Machine Learning, 10/1-34, 2023
Estimating the Pruned Search Space Size of Subgroup Discovery
L Purucker, F Stamm, F Lemmerich, J Beel
2022 IEEE International Conference on Data Mining (ICDM), 1155-1160, 2022
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