| Key-value memory networks for directly reading documents A Miller, A Fisch, J Dodge, AH Karimi, A Bordes, J Weston EMNLP, 2016 | 1330 | 2016 |
| Algorithmic Recourse: from Counterfactual Explanations to Interventions AH Karimi, B Schölkopf, I Valera ACM-FAccT, 2020 | 503 | 2020 |
| A survey of algorithmic recourse: contrastive explanations and consequential recommendations AH Karimi, G Barthe, B Schölkopf, I Valera ACM-CSUR (Computing Surveys), 2022 | 483* | 2022 |
| MACE: Model-Agnostic Counterfactual Explanations for Consequential Decisions AH Karimi, G Barthe, B Belle, I Valera AISTATS, 2019 | 469* | 2019 |
| Algorithmic recourse under imperfect causal knowledge: a probabilistic approach AH Karimi*, J von Kügelgen*, B Schölkopf, I Valera NeurIPS, 2020 | 236 | 2020 |
| On the Fairness of Causal Algorithmic Recourse J von Kügelgen, AH Karimi, U Bhatt, I Valera, A Weller, B Schölkopf AAAI, 2022 | 122 | 2022 |
| On the Adversarial Robustness of Causal Algorithmic Recourse R Dominguez-Olmedo, AH Karimi, B Schölkopf ICML, 2022 | 96 | 2022 |
| Scaling Guarantees for Nearest Counterfactual Explanations K Mohammadi, AH Karimi, G Barthe, I Valera ACM-AIES, 2021 | 64 | 2021 |
| Automated detection and cell density assessment of keratocytes in the human corneal stroma from ultrahigh resolution optical coherence tomograms AH Karimi, A Wong, K Bizheva Biomedical Optics Express, 2011 | 32 | 2011 |
| On the Relationship Between Explanation and Prediction: A Causal View AH Karimi, K Muandet, S Kornblith, B Schölkopf, B Kim ICML, 2023 | 26 | 2023 |
| Key-Value Memory Networks AH Miller, AJ Fisch, JD Dodge, AH Karimi, A Bordes, JE Weston US Patent App. 16/002,463, 2018 | 23 | 2018 |
| Robustness Implies Fairness in Causal Algorithmic Recourse AR Ehyaei, AH Karimi, B Schölkopf, S Maghsudi ACM-FAccT, 2023 | 22 | 2023 |
| Towards causal algorithmic recourse AH Karimi, J von Kügelgen, B Schölkopf, I Valera International workshop on extending explainable AI beyond deep models and …, 2020 | 20 | 2020 |
| Comparative analysis of gait speed estimation using wideband and narrowband radars, thermal camera, and motion tracking suit technologies PP Morita, AS Rocha, G Shaker, D Lee, J Wei, B Fong, A Thatte, A Karimi, ... Journal of Healthcare Informatics Research 4 (3), 215-237, 2020 | 19 | 2020 |
| Imagining and building wise machines: The centrality of AI metacognition SGB Johnson, AH Karimi, Y Bengio, N Chater, T Gerstenberg, K Larson, ... arXiv preprint arXiv:2411.02478, 2024 | 16 | 2024 |
| Deep Variational Sufficient Dimensionality Reduction E Banijamali, AH Karimi, A Ghodsi NeurIPS Workshops (Bayesian Deep Learning), 2018 | 16 | 2018 |
| Distance correlation autoencoder R Wang, AH Karimi, A Ghodsi IJCNN: IEEE International Joint Conference on Neural Networks, 2018 | 16* | 2018 |
| JADE: Joint autoencoders for dis-entanglement E Banijamali*, AH Karimi*, A Wong, A Ghodsi NeurIPS Workshops (Learning Disentangled Representations), 2017 | 16 | 2017 |
| Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces AR Ehyaei, K Mohammadi, AH Karimi, S Samadi, G Farnadi AAAI, 2023 | 7 | 2023 |
| On Data Manifolds Entailed by Structural Causal Models R Dominguez-Olmedo, AH Karimi, G Arvanitidis, B Schölkopf ICML, 2023 | 7 | 2023 |
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHVerified email at tuebingen.mpg.de
