Lennart Purucker

Orcid: 0009-0001-1181-0549

According to our database1, Lennart Purucker authored at least 8 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Hardware Aware Ensemble Selection for Balancing Predictive Accuracy and Cost.
CoRR, 2024

Don't Waste Your Time: Early Stopping Cross-Validation.
CoRR, 2024

Revealing the Hidden Impact of Top-N Metrics on Optimization in Recommender Systems.
Proceedings of the Advances in Information Retrieval, 2024

2023
Assembled-OpenML: Creating Efficient Benchmarks for Ensembles in AutoML with OpenML.
CoRR, 2023

The Effect of Random Seeds for Data Splitting on Recommendation Accuracy.
Proceedings of the 3rd Workshop Perspectives on the Evaluation of Recommender Systems 2023 co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023), 2023

Q(D)O-ES: Population-based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML.
Proceedings of the International Conference on Automated Machine Learning, 2023

CMA-ES for Post Hoc Ensembling in AutoML: A Great Success and Salvageable Failure.
Proceedings of the International Conference on Automated Machine Learning, 2023

2022
Estimating the Pruned Search Space Size of Subgroup Discovery.
Proceedings of the IEEE International Conference on Data Mining, 2022


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