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Researcher profile

Albert Ali Salah

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos

    2018 · arXiv (Cornell University)

    Explainability and interpretability are two critical aspects of decision support systems. Within computer vision, they are critical in certain tasks related to human behavior analysis such as in health care applications. Despite their importance, it …

  2. Using Explainability for Bias Mitigation: A Case Study for Fair Recruitment Assessment

    2023 · INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION

    In this study, we propose a bias-mitigation algorithm, dubbed ProxyMute, that uses an explainability method to detect proxy features of a given sensitive attribute (e.g., gender) and reduces their effects on decisions by disabling them …