Maciej Janowski

12 papers A* 3Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
How Usable is Automated Feature Engineering for Tabular Data?
CoRR
Bastian Schäfer, Lennart Purucker, Maciej Janowski, Frank Hutter
2025 — conf
Regularized Neural Ensemblers.
AutoML
Sebastian Pineda Arango, Maciej Janowski, Lennart Purucker, Arber Zela, Frank Hutter, Josif Grabocka
2024 J jnl
Dynamic Post-Hoc Neural Ensemblers.
CoRR
Sebastian Pineda-Arango, Maciej Janowski, Lennart Purucker, Arber Zela, Frank Hutter, Josif Grabocka
2024 J jnl
Ensembling Finetuned Language Models for Text Classification.
CoRR
Sebastian Pineda-Arango, Maciej Janowski, Lennart Purucker, Arber Zela, Frank Hutter, Josif Grabocka
2024 J jnl
Warmstarting for Scaling Language Models.
CoRR
Neeratyoy Mallik, Maciej Janowski, Johannes Hog, Herilalaina Rakotoarison, Aaron Klein, Josif Grabocka, Frank Hutter
2023 J jnl
Deep Power Laws for Hyperparameter Optimization.
CoRR
Arlind Kadra, Maciej Janowski, Martin Wistuba, Josif Grabocka
2023 A* conf
PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning.
NeurIPS
Neeratyoy Mallik, Edward Bergman, Carl Hvarfner, Danny Stoll, Maciej Janowski, Marius Lindauer, Luigi Nardi, Frank Hutter
2023 J jnl
PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning.
CoRR
Neeratyoy Mallik, Edward Bergman, Carl Hvarfner, Danny Stoll, Maciej Janowski, Marius Lindauer, Luigi Nardi, Frank Hutter
2023 A* conf
Scaling Laws for Hyperparameter Optimization.
NeurIPS
Arlind Kadra, Maciej Janowski, Martin Wistuba, Josif Grabocka
2022 A* conf
JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search.
NeurIPS
Archit Bansal, Danny Stoll, Maciej Janowski, Arber Zela, Frank Hutter
2019 — conf
Mediating Open Data Consumption - Identifying Story Patterns for Linked Open Statistical Data.
ICEGOV
Maciej Janowski, Adegboyega Ojo, Edward Curry, Lukasz Porwol
2018 — conf
Supervised Neural Network Learning with an Environment Adapted Supervision Based on Motivation Learning Factors.
ICAISC (1)
Maciej Janowski, Adrian Horzyk