Johannes van den Heuvel

According to our database, Johannes van den Heuvel authored at least 4 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

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

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Algorithmic Recourse in the Face of Noisy Human Responses.

Martin Pawelczyk, Teresa Datta, Johannes van den Heuvel, Gjergji Kasneci, Himabindu Lakkaraju

CoRR, 2022

2021

A Robust Unsupervised Ensemble of Feature-Based Explanations using Restricted Boltzmann Machines.

Vadim Borisov, Johannes Meier, Johannes van den Heuvel, Hamed Jalali, Gjergji Kasneci

CoRR, 2021

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms.

Martin Pawelczyk, Sascha Bielawski, Johannes van den Heuvel, Tobias Richter, Gjergji Kasneci

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021