2026
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Mallik, Neeratyoy; Janowski, Maciej; Hog, Johannes; Rakotoarison, Herilalaina; Grabocka, Josif; Hutter, Frank; Klein, Aaron When is Warmstarting Effective for Scaling Language Models? Proceedings Article In: 40th Conference on Neural Information Processing Systems (NeurIPS), 2026. @inproceedings{mallik2026a,
title = {When is Warmstarting Effective for Scaling Language Models?},
author = {Neeratyoy Mallik and Maciej Janowski and Johannes Hog and Herilalaina Rakotoarison and Josif Grabocka and Frank Hutter and Aaron Klein},
year = {2026},
booktitle = {40th Conference on Neural Information Processing Systems (NeurIPS)},
keywords = {}
}
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Sermaxhaj, Artin; Gougeh, Nastaran Alipour; Sinani, Donat; Hog, Johannes; Mallik, Neeratyoy; Adriaensen, Steven; Jitsev, Jenia; Stoll, Danny ScAn-Bench: Evaluating Scaling Analysis Methodology Proceedings Article In: 40th Conference on Neural Information Processing Systems (NeurIPS), 2026. @inproceedings{sermaxhaj2026a,
title = {ScAn-Bench: Evaluating Scaling Analysis Methodology},
author = {Artin Sermaxhaj and Nastaran Alipour Gougeh and Donat Sinani and Johannes Hog and Neeratyoy Mallik and Steven Adriaensen and Jenia Jitsev and Danny Stoll},
year = {2026},
booktitle = {40th Conference on Neural Information Processing Systems (NeurIPS)},
keywords = {}
}
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Sermaxhaj, Artin; Gougeh, Nastaran Alipour; Sinani, Donat; Hog, Johannes; Mallik, Neeratyoy; Adriaensen, Steven; Jitsev, Jenia; Stoll, Danny ScAn-Bench: Evaluating Scaling Analysis Methodology Proceedings Article In: Fortieth Conference on Neural Information Processing Systems (NeurIPS), 2026. @inproceedings{<LineBreak>sermaxhaj2026scanbenchb,
title = {ScAn-Bench: Evaluating Scaling Analysis Methodology},
author = {Artin Sermaxhaj and Nastaran Alipour Gougeh and Donat Sinani and Johannes Hog and Neeratyoy Mallik and Steven Adriaensen and Jenia Jitsev and Danny Stoll},
year = {2026},
booktitle = {Fortieth Conference on Neural Information Processing Systems (NeurIPS)},
keywords = {}
}
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Sermaxhaj, Artin; Gougeh, Nastaran Alipour; Sinani, Donat; Hog, Johannes; Mallik, Neeratyoy; Adriaensen, Steven; Jitsev, Jenia; Stoll, Danny ScAn-Bench: Evaluating Scaling Analysis Methodology Proceedings Article In: AutoAI Meets Foundation Models Workshop, 2026. @inproceedings{<LineBreak>sermaxhaj2026scanbench,
title = {ScAn-Bench: Evaluating Scaling Analysis Methodology},
author = {Artin Sermaxhaj and Nastaran Alipour Gougeh and Donat Sinani and Johannes Hog and Neeratyoy Mallik and Steven Adriaensen and Jenia Jitsev and Danny Stoll},
year = {2026},
booktitle = {AutoAI Meets Foundation Models Workshop},
keywords = {}
}
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2025
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Pfefferle, Alexander; Hog, Johannes; Purucker, Lennart; Hutter, Frank nanoTabPFN: A Lightweight and Educational Reimplementation of TabPFN Proceedings Article In: EurIPS 2025 Workshop: AI for Tabular Data, 2025. @inproceedings{pfefferle2025nanotabpfn,
title = {nanoTabPFN: A Lightweight and Educational Reimplementation of TabPFN},
author = {Alexander Pfefferle and Johannes Hog and Lennart Purucker and Frank Hutter},
year = {2025},
booktitle = {EurIPS 2025 Workshop: AI for Tabular Data},
journal = {arXiv preprint arXiv:2511.03634},
keywords = {}
}
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Hog, Johannes; Rajan, Raghu; Biedenkapp, André; Awad, Noor; Hutter, Frank; Nguyen, Vu Meta-learning Population-based Methods for Reinforcement Learning Journal Article In: Transactions on Machine Learning Research, 2025, ISBN: 2835-8856. @article{hog-tmlr25a,
title = {Meta-learning Population-based Methods for Reinforcement Learning},
author = {Johannes Hog and Raghu Rajan and André Biedenkapp and Noor Awad and Frank Hutter and Vu Nguyen},
editor = {Mirco Mutti},
year = {2025},
isbn = {2835-8856},
journal = {Transactions on Machine Learning Research},
keywords = {}
}
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2024
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Mallik, Neeratyoy; Janowski, Maciej; Hog, Johannes; Rakotoarison, Herilalaina; Klein, Aaron; Grabocka, Josif; Hutter, Frank Warmstarting for Scaling Language Models Proceedings Article In: NeurIPS 2024 Workshop Adaptive Foundation Models, 2024. @inproceedings{Mallik2024,
title = {Warmstarting for Scaling Language Models},
author = {Neeratyoy Mallik and Maciej Janowski and Johannes Hog and Herilalaina Rakotoarison and Aaron Klein and Josif Grabocka and Frank Hutter},
year = {2024},
booktitle = {NeurIPS 2024 Workshop Adaptive Foundation Models},
keywords = {}
}
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2022
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Roberts, Nicholas; Guo, Samuel; Xu, Cong; Talwalkar, Ameet; Lander, David; Tao, Lvfang; Cai, Linhang; Niu, Shuaicheng; Heng, Jianyu; Qin, Hongyang; Deng, Minwen; Hog, Johannes; Pfefferle, Alexander; Shivakumar, Sushil Ammanaghatta; Krishnakumar, Arjun; Wang, Yubo; Sukthanker, Rhea; Hutter, Frank; Hasanaj, Euxhen; Le, Tien-Dung; Khodak, Mikhail; Nevmyvaka, Yuriy; Rasul, Kashif; Sala, Frederic; Schneider, Anderson; Shen, Junhong; Sparks, Evan AutoML Decathlon: Diverse Tasks, Modern Methods, and Efficiency at Scale Proceedings Article In: Ciccone, Marco; Stolovitzky, Gustavo; Albrecht, Jacob (Ed.): Proceedings of the NeurIPS 2022 Competitions Track, pp. 151–170, PMLR, 2022. @inproceedings{pmlr-v220-roberts23a,
title = {AutoML Decathlon: Diverse Tasks, Modern Methods, and Efficiency at Scale},
author = {Nicholas Roberts and Samuel Guo and Cong Xu and Ameet Talwalkar and David Lander and Lvfang Tao and Linhang Cai and Shuaicheng Niu and Jianyu Heng and Hongyang Qin and Minwen Deng and Johannes Hog and Alexander Pfefferle and Sushil Ammanaghatta Shivakumar and Arjun Krishnakumar and Yubo Wang and Rhea Sukthanker and Frank Hutter and Euxhen Hasanaj and Tien-Dung Le and Mikhail Khodak and Yuriy Nevmyvaka and Kashif Rasul and Frederic Sala and Anderson Schneider and Junhong Shen and Evan Sparks},
editor = {Marco Ciccone and Gustavo Stolovitzky and Jacob Albrecht},
year = {2022},
booktitle = {Proceedings of the NeurIPS 2022 Competitions Track},
volume = {220},
pages = {151--170},
publisher = {PMLR},
series = {Proceedings of Machine Learning Research},
keywords = {}
}
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