Jake Robertson

PhD student, ELLIS Institute Tübingen

Joined

August 2022

Names

Jake Robertson (Preferred)

Emails

****@cs.uni-freiburg.de (Confirmed)

Personal Links

ORCID

Career & Education History

PhD student

ELLIS Institute Tübingen (tue.ellis.eu)

2024 – 2028

MS student

Department of Computer Science, Albert-Ludwigs-Universität Freiburg (uni-freiburg.de)

2021 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Frank Hutter

2024 – 2028

Expertise

No areas of expertise listed

Publications

TabPFN-2.5: a Preview
Leo Grinsztajn, Klemens Flöge, Oscar Key, Adrian Hayler, Mihir Manium, Anurag Garg, Jake Robertson, Shi Bin Hoo, Felix Birkel, Philipp Jund, Benjamin Jäger, Rosen Ting-Ying Yu, Bernhard Schölkopf, Noah Hollmann, Frank Hutter
- AITD@EurIPS 2025 Oral
- Readers: Everyone
Does TabPFN Understand Causal Structures?
Omar Swelam, Lennart Purucker, Jake Robertson, Hanne Raum, Joschka Boedecker, Frank Hutter
- AITD@EurIPS 2025 Poster
- Readers: Everyone
Do-PFN: In-Context Learning for Causal Effect Estimation
Jake Robertson, Arik Reuter, Siyuan Guo, Noah Hollmann, Frank Hutter, Bernhard Schölkopf
- ICML 2025 Workshop SIM Poster
- Readers: Everyone
Do-PFN: In-Context Learning for Causal Effect Estimation
Jake Robertson, Arik Reuter, Siyuan Guo, Noah Hollmann, Frank Hutter, Bernhard Schölkopf
- FMSD @ ICML 2025
- Readers: Everyone
Do-PFN: In-Context Learning for Causal Effect Estimation
Jake Robertson, Arik Reuter, Siyuan Guo, Noah Hollmann, Frank Hutter, Bernhard Schölkopf
- NeurIPS 2025 spotlight
- Readers: Everyone
FairPFN: A Tabular Foundation Model for Causal Fairness
Jake Robertson, Noah Hollmann, Samuel Müller, Noor Awad, Frank Hutter
- ICML 2025 poster
- Readers: Everyone
FairPFN: Transformers Can Do Counterfactual Fairness
Jake Robertson, Noah Hollmann, Noor Awad, Frank Hutter
- AutoML 2024 Workshop
- Readers: Everyone
FairPFN: Transformers Can do Counterfactual Fairness
Jake Robertson, Noah Hollmann, Noor Awad, Frank Hutter
- NextGenAISafety 2024 Poster
- Readers: Everyone
Fairness Metric Impossibility: Investigating and Addressing Conflicts
Jake Robertson, Noor Awad, Thorsten L Schmidt, Frank Hutter
- Submitted to ICLR 2024
- Readers: Everyone