Karimi, Amir-Hossein

A Survey of Algorithmic Recourse: Contrastive Explanations and Consequential Recommendations

Karimi, A.-H., Barthe, G., Schölkopf, B., & Valera, I. (2023) · ACM Computing Surveys

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 301

Algorithmic recourse: From counterfactual explanations to interventions

Karimi, A.-H., Schölkopf, B., & Valera, I. (2021) · Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 274

On the Fairness of Causal Algorithmic Recourse

Kügelgen, J. V., Karimi, A.-H., Bhatt, U., Valera, I., Weller, A., & Schölkopf, B. (2022) · Proceedings of the AAAI Conference on Artificial Intelligence

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 58

Towards causal algorithmic recourse

Karimi, A.-H., von Kügelgen, J., Schölkopf, B., & Valera, I. (2022) · Lecture Notes in Computer Science

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 11