PhD Student
Jake Robertson

Postal address
Institut für InformatikAlbert-Ludwigs-Universität Freiburg
Sekretariat Hutter/Maschinelles Lernen
Georges-Köhler-Allee 074
79110 Freiburg, Germany
Office
Building 74, Room 00-014
Publications
2025 |
Do-PFN: In-Context Learning for Causal Effect Estimation Inproceedings In: Foundation Models for Structured Data workshop at ICML, 2025. |
FairPFN: A Tabular Foundation Model for Causal Fairness Inproceedings In: Proceedings of the 42nd International Conference on Machine Learning (ICML), 2025. |
2024 |
A Human-in-the-Loop Fairness-Aware Model Selection Framework for Complex Fairness Objective Landscapes Inproceedings In: Proceedings of the Seventh AAAI/ACM Conference on AI, Ethics, and Society (AIES-24), 2024. |
FairPFN: Transformers Can do Counterfactual Fairness Conference Proceedings of the Third International Conference on Automated Machine Learning (AutoML 2024), Workshop Track, 2024. |