Follow
Martin Pawelczyk
Martin Pawelczyk
Verified email at uni-tuebingen.de - Homepage
Title
Cited by
Cited by
Year
Learning model-agnostic counterfactual explanations for tabular data
M Pawelczyk, K Broelemann, G Kasneci
Proceedings of The Web Conference 2020, 3126-3132, 2020
652020
Deep neural networks and tabular data: A survey
V Borisov, T Leemann, K Seßler, J Haug, M Pawelczyk, G Kasneci
arXiv preprint arXiv:2110.01889, 2021
382021
On counterfactual explanations under predictive multiplicity
M Pawelczyk, K Broelemann, G Kasneci
Conference on Uncertainty in Artificial Intelligence, 809-818, 2020
332020
Carla: a python library to benchmark algorithmic recourse and counterfactual explanation algorithms
M Pawelczyk, S Bielawski, J Heuvel, T Richter, G Kasneci
Proceedings of the Neural Information Processing Systems 2021 (NeurIPS …, 2021
192021
Linking Aid to the Sustainable Development Goals–a machine learning approach
A Pincet, S Okabe, M Pawelczyk
OECD, 2019
182019
Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis
M Pawelczyk, C Agarwal, S Joshi, S Upadhyay, H Lakkaraju
International Conference on Artificial Intelligence and Statistics 2022 …, 2021
9*2021
Leveraging model inherent variable importance for stable online feature selection
J Haug, M Pawelczyk, K Broelemann, G Kasneci
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
82020
Algorithmic Recourse in the Face of Noisy Human Responses
M Pawelczyk, T Datta, J van-den-Heuvel, G Kasneci, H Lakkaraju
arXiv preprint arXiv:2203.06768, 2022
32022
Model Selection in Local Approximation Gaussian Processes: A Markov Random Fields Approach
H Jalali, M Pawelczyk, G Kasneci
2021 IEEE International Conference on Big Data (Big Data), 768-778, 2021
3*2021
Rethinking Stability for Attribution-based Explanations
C Agarwal, N Johnson, M Pawelczyk, S Krishna, E Saxena, M Zitnik, ...
arXiv preprint arXiv:2203.06877, 2022
22022
OpenXAI: Towards a Transparent Evaluation of Model Explanations
C Agarwal, E Saxena, S Krishna, M Pawelczyk, N Johnson, I Puri, M Zitnik, ...
arXiv preprint arXiv:2206.11104, 2022
2022
DISENTANGLING ALGORITHMIC RECOURSE
M Pawelczyk, L Tiyavorabun, G Kasneci
The system can't perform the operation now. Try again later.
Articles 1–12