CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms. - Martin Pawelczyk; Sascha Bielawski; Johannes van den Heuvel; Tobias Richter; Gjergji Kasneci (NeurIPS Datasets and Benchmarks, 2021)

A Robust Unsupervised Ensemble of Feature-Based Explanations using Restricted Boltzmann Machines. - Vadim Borisov; Johannes Meier; Johannes van den Heuvel; Hamed Jalali 001; Gjergji Kasneci (CoRR, 2021)

Algorithmic Recourse in the Face of Noisy Human Responses. - Martin Pawelczyk; Teresa Datta; Johannes van den Heuvel; Gjergji Kasneci; Himabindu Lakkaraju (CoRR, 2022)

Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse. - Martin Pawelczyk; Teresa Datta; Johannes van den Heuvel; Gjergji Kasneci; Himabindu Lakkaraju (ICLR, 2023)