Purucker, Lennart

8 publications

AutoML 2025 Regularized Neural Ensemblers Sebastian Pineda Arango, Maciej Janowski, Lennart Purucker, Arber Zela, Frank Hutter, Josif Grabocka

NeurIPS 2025 TabArena: A Living Benchmark for Machine Learning on Tabular Data Nick Erickson, Lennart Purucker, Andrej Tschalzev, David Holzmüller, Prateek Mutalik Desai, David Salinas, Frank Hutter

ICLRW 2025 Unreflected Use of Tabular Data Repositories Can Undermine Research Quality Andrej Tschalzev, Lennart Purucker, Stefan Lüdtke, Frank Hutter, Christian Bartelt, Heiner Stuckenschmidt

AutoML 2024 Don’t Waste Your Time: Early Stopping Cross-Validation Edward Bergman, Lennart Purucker, Frank Hutter

NeurIPSW 2024 Ensembling Finetuned Language Models for Text Classification Sebastian Pineda Arango, Maciej Janowski, Lennart Purucker, Arber Zela, Frank Hutter, Josif Grabocka

NeurIPS 2024 HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Aaron Klein, Lennart Purucker, Jörg K. H. Franke, Frank Hutter

NeurIPSW 2024 Large Language Models Engineer Too Many Simple Features for Tabular Data Jaris Küken, Lennart Purucker, Frank Hutter

NeurIPSW 2024 Transfer Learning for Finetuning Large Language Models Tobias Strangmann, Lennart Purucker, Jörg K.H. Franke, Ivo Rapant, Fabio Ferreira, Frank Hutter