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Postdoctoral Research Fellow

David Salinas

Postal address

Institut für Informatik
Albert-Ludwigs-Universität Freiburg
Sekretariat Hutter/Maschinelles Lernen
Georges-Köhler-Allee 074
79110 Freiburg, Germany

Office

Building 074, Room 00-014

Phone

Publications

2025

Salinas, David; Swelam, Omar; Hutter, Frank

Tuning LLM Judge Design Decisions for 1/1000 of the Cost Inproceedings

In: Proceedings of the 42nd International Conference on Machine Learning (ICML), 2025.

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 Inproceedings

In: Preprint, 2025.

2024

Hoo, Shi Bin; Müller, Samuel; Salinas, David; Hutter, Frank

The Tabular Foundation Model TabPFN Outperforms Specialized Time Series Forecasting Models Based on Simple Features Inproceedings

In: NeurIPS 2024 TRL Workshop, 2024.

Bhethanabhotla, Sathya Kamesh; Swelam, Omar; Siems, Julien; Salinas, David; Hutter, Frank

Mamba4Cast: Efficient Zero-Shot Time Series Forecasting with State Space Models Inproceedings

In: NeurIPS 2024 TSALM Workshop, 2024, (Spotlight Presentation).

Müller, Andreas; Siems, Julien; Nori, Harsha; Salinas, David; Zela, Arber; Caruana, Rich; Hutter, Frank

GAMformer: Exploring In-Context Learning for Generalized Additive Models Inproceedings

In: NeurIPS 2024 TRL Workshop, 2024.

Salinas, David; Erickson, Nick

TabRepo: A Large Scale Repository of Tabular Model Evaluations and its AutoML Applications Inproceedings

In: Proceedings of the Third International Conference on Automated Machine Learning (AutoML 2024), ABCD Track, 2024.