Aug 17, 2023 · In this paper, we propose a novel approach that examines the relationship between individual fairness, adversarial robustness, and structural causal models in ...

Mar 28, 2024 · In this paper, we propose a novel approach that examines the relationship between individual fairness, adversarial robustness, and structural ...

Aug 17, 2023 · In this paper, we propose a novel approach that examines the relationship between individual fairness, adversarial robustness, and structural ...

In this paper, we propose a novel approach that examines the relationship between individual fairness, adversarial robustness, and structural causal models in ...

Feb 24, 2024 · originals · Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces | VIDEO · Speakers · Downloads.

Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces. Proceedings of the AAAI Conference on Artificial ...

Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces. Proceedings of the AAAI Conference on Artificial ...

We introduce a learning algorithm designed to extract a causal fair metric from empirical data, with a focus on both causality and fairness considerations. • ...

In this paper, we propose a novel approach that examines the relationship between individual fairness, adversarial robustness, and structural causal models in ...

Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces · 1citation · PDF. (opens in a new tab).