Janowski, Maciej

7 publications

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

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

NeurIPSW 2024 Warmstarting for Scaling Language Models Neeratyoy Mallik, Maciej Janowski, Johannes Hog, Herilalaina Rakotoarison, Aaron Klein, Josif Grabocka, Frank Hutter

NeurIPS 2023 PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning Neeratyoy Mallik, Edward Bergman, Carl Hvarfner, Danny Stoll, Maciej Janowski, Marius Lindauer, Luigi Nardi, Frank Hutter

NeurIPS 2023 Scaling Laws for Hyperparameter Optimization Arlind Kadra, Maciej Janowski, Martin Wistuba, Josif Grabocka

NeurIPS 2022 JAHS-Bench-201: A Foundation for Research on Joint Architecture and Hyperparameter Search Archit Bansal, Danny Stoll, Maciej Janowski, Arber Zela, Frank Hutter

NeurIPSW 2022 PriorBand: HyperBand + Human Expert Knowledge Neeratyoy Mallik, Carl Hvarfner, Danny Stoll, Maciej Janowski, Eddie Bergman, Marius Lindauer, Luigi Nardi, Frank Hutter