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Amir-Hossein Karimi

Prospector Heads: Generalized Feature Attribution for Large Models & Data

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Feb 18, 2024
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Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces

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Aug 17, 2023
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Robustness Implies Fairness in Causal Algorithmic Recourse

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Feb 11, 2023
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On the Relationship Between Explanation and Prediction: A Causal View

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Dec 20, 2022
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On the Adversarial Robustness of Causal Algorithmic Recourse

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Dec 21, 2021
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On the Fairness of Causal Algorithmic Recourse

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Oct 14, 2020
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Scaling Guarantees for Nearest Counterfactual Explanations

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Oct 10, 2020
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A survey of algorithmic recourse: definitions, formulations, solutions, and prospects

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Oct 08, 2020
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Algorithmic recourse under imperfect causal knowledge: a probabilistic approach

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Jun 16, 2020
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Algorithmic Recourse: from Counterfactual Explanations to Interventions

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Feb 28, 2020
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