Lennart Purucker

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Top Venues

Perspectives@RecSys

Publications

Lukas Wegmeth, Tobias Vente, Lennart Purucker
Revealing the Hidden Impact of Top-N Metrics on Optimization in Recommender Systems. ECIR (1) (2024)
Lukas Wegmeth, Tobias Vente, Lennart Purucker
Revealing the Hidden Impact of Top-N Metrics on Optimization in Recommender Systems. CoRR (2024)
Edward Bergman, Lennart Purucker, Frank Hutter
Don't Waste Your Time: Early Stopping Cross-Validation. CoRR (2024)
Lennart Purucker, Lennart Schneider, Marie Anastacio, Joeran Beel, Bernd Bischl, Holger H. Hoos
Q(D)O-ES: Population-based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML. CoRR (2023)
Lennart Purucker, Joeran Beel
Assembled-OpenML: Creating Efficient Benchmarks for Ensembles in AutoML with OpenML. CoRR (2023)
Lennart Purucker, Joeran Beel
CMA-ES for Post Hoc Ensembling in AutoML: A Great Success and Salvageable Failure. CoRR (2023)
Lukas Wegmeth, Tobias Vente, Lennart Purucker, Joeran Beel
The Effect of Random Seeds for Data Splitting on Recommendation Accuracy. Perspectives@RecSys (2023)
Lennart Purucker, Felix I. Stamm, Florian Lemmerich, Joeran Beel
Estimating the Pruned Search Space Size of Subgroup Discovery. ICDM (2022)