2026
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Nayak, Kartik Nagaraj; Solpure, Nitishkumar; Mitra, Niladri; Zehle, Tom; Pfefferle, Alexander; Swelam, Omar; Hutter, Frank Towards Benchmarking Agentic Data Scientists Proceedings Article In: AutoAI Meets Foundation Models, 2026. @inproceedings{<LineBreak>nayak2026towards,
title = {Towards Benchmarking Agentic Data Scientists},
author = {Kartik Nagaraj Nayak and Nitishkumar Solpure and Niladri Mitra and Tom Zehle and Alexander Pfefferle and Omar Swelam and Frank Hutter},
year = {2026},
booktitle = {AutoAI Meets Foundation Models},
keywords = {}
}
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2025
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Swelam, Omar; Purucker, Lennart; Robertson, Jake; Raum, Hanne; Boedecker, Joschka; Hutter, Frank Does TabPFN Understand Causal Structures? Proceedings Article In: EurIPS 2025 Workshop: AI for Tabular Data, 2025. @inproceedings{Swelam25,
title = {Does TabPFN Understand Causal Structures?},
author = {Omar Swelam and Lennart Purucker and Jake Robertson and Hanne Raum and Joschka Boedecker and Frank Hutter},
year = {2025},
booktitle = {EurIPS 2025 Workshop: AI for Tabular Data},
keywords = {}
}
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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 = {}
}
|
2024
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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 = {}
}
|
