Grinsztajn, Léo; Flöge, Klemens; Key, Oscar; Birkel, Felix; Jund, Philipp; Roof, Brendan; Manium, Mihir; Hoo, Shi Bin; Bühler, Magnus; Garg, Anurag; Safaric, Dominik; Robertson, Jake; Jäger, Benjamin; Alessi, Simone; Hayler, Adrian; Moroshan, Vladyslav; Purucker, Lennart; Singer, Philipp; Arazi, Alan; Siems, Julien; Metzen, Jan Hendrik; Grab, Georg; Erickson, Nick; Guo, Siyuan; Kalfon, Eliott; Bing, Simon; Salinas, David; Cornu, Clara; Wehrhahn, Lilly Charlotte; Kriuchkova, Diana; Kaya, Kursat; Sidhoum, Lydia; Salmon, Marie; Chen, Jerry; Hulsebos, Madelon; LeCun, Yann; Müller, Samuel; Schölkopf, Bernhard; Gambhir, Sauraj; Hollmann, Noah; Hutter, Frank TabPFN-3: Technical Report Proceedings Article In: Technical Report, 2026. @inproceedings{Grinsztajn2026,
title = {TabPFN-3: Technical Report},
author = {Léo Grinsztajn and Klemens Flöge and Oscar Key and Felix Birkel and Philipp Jund and Brendan Roof and Mihir Manium and Shi Bin Hoo and Magnus Bühler and Anurag Garg and Dominik Safaric and Jake Robertson and Benjamin Jäger and Simone Alessi and Adrian Hayler and Vladyslav Moroshan and Lennart Purucker and Philipp Singer and Alan Arazi and Julien Siems and Jan Hendrik Metzen and Georg Grab and Nick Erickson and Siyuan Guo and Eliott Kalfon and Simon Bing and David Salinas and Clara Cornu and Lilly Charlotte Wehrhahn and Diana Kriuchkova and Kursat Kaya and Lydia Sidhoum and Marie Salmon and Jerry Chen and Madelon Hulsebos and Yann LeCun and Samuel Müller and Bernhard Schölkopf and Sauraj Gambhir and Noah Hollmann and Frank Hutter},
year = {2026},
booktitle = {Technical Report},
keywords = {}
}
|
Erickson, Nick; Purucker, Lennart; Tschalzev, Andrej; Holzmüller, David; Desai, Prateek Mutalik; Salinas, David; Hutter, Frank TabArena: A Living Benchmark for Machine Learning on Tabular Data Proceedings Article In: NeurIPS 2025 Datasets and Benchmarks Track
, 2025. @inproceedings{Erickson2025,
title = {TabArena: A Living Benchmark for Machine Learning on Tabular Data},
author = {Nick Erickson and Lennart Purucker and Andrej Tschalzev and David Holzmüller and Prateek Mutalik Desai and David Salinas and Frank Hutter},
year = {2025},
booktitle = {NeurIPS 2025 Datasets and Benchmarks Track
},
keywords = {}
}
|
Arbel, Michael; Salinas, David; Hutter, Frank EquiTabPFN: A Target-Permutation Equivariant Prior Fitted Network Proceedings Article In: 39th Conference on Neural Information Processing Systems (NeurIPS), 2025. @inproceedings{Arbel2025,
title = {EquiTabPFN: A Target-Permutation Equivariant Prior Fitted Network},
author = {Michael Arbel and David Salinas and Frank Hutter},
year = {2025},
booktitle = {39th Conference on Neural Information Processing Systems (NeurIPS)},
keywords = {}
}
|
Salinas, David; Swelam, Omar; Hutter, Frank Tuning LLM Judge Design Decisions for 1/1000 of the Cost Proceedings Article In: Proceedings of the 42nd International Conference on Machine Learning (ICML), 2025. @inproceedings{Salinas2025,
title = {Tuning LLM Judge Design Decisions for 1/1000 of the Cost},
author = {David Salinas and Omar Swelam and Frank Hutter},
year = {2025},
booktitle = {Proceedings of the 42nd International Conference on Machine Learning (ICML)},
keywords = {}
}
|
Bhethanabhotla, Sathya Kamesh; Swelam, Omar; Siems, Julien; Salinas, David; Hutter, Frank Mamba4Cast: Efficient Zero-Shot Time Series Forecasting with State Space Models Proceedings Article In: NeurIPS 2024 TSALM Workshop, 2024, (Spotlight Presentation). @inproceedings{Bhethanabhotla2024,
title = {Mamba4Cast: Efficient Zero-Shot Time Series Forecasting with State Space Models},
author = {Sathya Kamesh Bhethanabhotla and Omar Swelam and Julien Siems and David Salinas and Frank Hutter},
year = {2024},
booktitle = {NeurIPS 2024 TSALM Workshop},
keywords = {}
}
|
Müller, Andreas; Siems, Julien; Nori, Harsha; Salinas, David; Zela, Arber; Caruana, Rich; Hutter, Frank GAMformer: Exploring In-Context Learning for Generalized Additive Models Proceedings Article In: NeurIPS 2024 TRL Workshop, 2024. @inproceedings{Müller2024,
title = {GAMformer: Exploring In-Context Learning for Generalized Additive Models},
author = {Andreas Müller and Julien Siems and Harsha Nori and David Salinas and Arber Zela and Rich Caruana and Frank Hutter},
year = {2024},
booktitle = {NeurIPS 2024 TRL Workshop},
keywords = {}
}
|
Hoo, Shi Bin; Müller, Samuel; Salinas, David; Hutter, Frank [TabPFN-TS] From Tables to Time: Extending TabPFN-v2 to Time Series Forecasting Proceedings Article In: NeurIPS 2024 TRL Workshop, 2024. @inproceedings{Hoo2024,
title = {[TabPFN-TS] From Tables to Time: Extending TabPFN-v2 to Time Series Forecasting},
author = {Shi Bin Hoo and Samuel Müller and David Salinas and Frank Hutter},
year = {2024},
booktitle = {NeurIPS 2024 TRL Workshop},
keywords = {}
}
|
Salinas, David; Erickson, Nick TabRepo: A Large Scale Repository of Tabular Model Evaluations and its AutoML Applications Proceedings Article In: Proceedings of the Third International Conference on Automated Machine Learning (AutoML 2024), ABCD Track, 2024. @inproceedings{Salinas2024,
title = {TabRepo: A Large Scale Repository of Tabular Model Evaluations and its AutoML Applications},
author = {David Salinas and Nick Erickson},
year = {2024},
booktitle = {Proceedings of the Third International Conference on Automated Machine Learning (AutoML 2024), ABCD Track},
keywords = {}
}
|
