Picture for Amir-Hossein Karimi

Amir-Hossein Karimi

Imagining and building wise machines: The centrality of AI metacognition

Add code
Nov 04, 2024
Viaarxiv icon

Prospector Heads: Generalized Feature Attribution for Large Models & Data

Add code
Feb 18, 2024
Viaarxiv icon

Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces

Add code
Aug 17, 2023
Viaarxiv icon

Robustness Implies Fairness in Causal Algorithmic Recourse

Add code
Feb 11, 2023
Viaarxiv icon

On the Relationship Between Explanation and Prediction: A Causal View

Add code
Dec 20, 2022
Viaarxiv icon

On the Adversarial Robustness of Causal Algorithmic Recourse

Add code
Dec 21, 2021
Figure 1 for On the Adversarial Robustness of Causal Algorithmic Recourse
Figure 2 for On the Adversarial Robustness of Causal Algorithmic Recourse
Figure 3 for On the Adversarial Robustness of Causal Algorithmic Recourse
Figure 4 for On the Adversarial Robustness of Causal Algorithmic Recourse
Viaarxiv icon

On the Fairness of Causal Algorithmic Recourse

Add code
Oct 14, 2020
Figure 1 for On the Fairness of Causal Algorithmic Recourse
Viaarxiv icon

Scaling Guarantees for Nearest Counterfactual Explanations

Add code
Oct 10, 2020
Figure 1 for Scaling Guarantees for Nearest Counterfactual Explanations
Figure 2 for Scaling Guarantees for Nearest Counterfactual Explanations
Figure 3 for Scaling Guarantees for Nearest Counterfactual Explanations
Figure 4 for Scaling Guarantees for Nearest Counterfactual Explanations
Viaarxiv icon

A survey of algorithmic recourse: definitions, formulations, solutions, and prospects

Add code
Oct 08, 2020
Figure 1 for A survey of algorithmic recourse: definitions, formulations, solutions, and prospects
Figure 2 for A survey of algorithmic recourse: definitions, formulations, solutions, and prospects
Figure 3 for A survey of algorithmic recourse: definitions, formulations, solutions, and prospects
Viaarxiv icon

Algorithmic recourse under imperfect causal knowledge: a probabilistic approach

Add code
Jun 16, 2020
Figure 1 for Algorithmic recourse under imperfect causal knowledge: a probabilistic approach
Figure 2 for Algorithmic recourse under imperfect causal knowledge: a probabilistic approach
Figure 3 for Algorithmic recourse under imperfect causal knowledge: a probabilistic approach
Figure 4 for Algorithmic recourse under imperfect causal knowledge: a probabilistic approach
Viaarxiv icon