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Approaches to Fairness and XAI // Murtuza Shergadwala // MLOps Podcast #142
MLOps Coffee Sessions #142 with Murtuza Shergadwala, Approaches to Fairness and XAI, co-hosted by Abi Aryan. This episode is sponsored by Fiddler AI.
// Abstract
The field of Explainable Artificial Intelligence (XAI) is continuously evolving, with an increasing focus on providing model-centric explanations in a human-centric manner. However, better frameworks and training for users are needed to fully utilize the potential of XAI tools.
Additionally, there is a discrepancy in the approach to fairness in XAI, with the industry approaching it from a regulatory standpoint, while academia is…
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