Jake Robertson

According to our database, Jake Robertson authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

FairPFN: A Tabular Foundation Model for Causal Fairness.

Jake Robertson, Noah Hollmann, Samuel Müller, Noor H. Awad, Frank Hutter

CoRR, June, 2025

Do-PFN: In-Context Learning for Causal Effect Estimation.

Jake Robertson, Arik Reuter, Siyuan Guo, Noah Hollmann, Frank Hutter, Bernhard Schölkopf

CoRR, June, 2025

2024

FairPFN: Transformers Can do Counterfactual Fairness.

Jake Robertson, Noah Hollmann, Noor H. Awad, Frank Hutter

CoRR, 2024

A Human-in-the-Loop Fairness-Aware Model Selection Framework for Complex Fairness Objective Landscapes.

Jake Robertson, Thorsten Schmidt, Frank Hutter, Noor H. Awad

Proceedings of the Seventh AAAI/ACM Conference on AI, Ethics, and Society (AIES-24) - Full Archival Papers, October 21-23, 2024, San Jose, California, USA, 2024

2022

A Bio-Inspired Framework for Machine Bias Interpretation.

Jake Robertson, Catherine Stinson, Ting Hu

Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

2021

An evolutionary approach to interpretable learning.

Jake Robertson, Ting Hu

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021