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Showing 1 to 1 of 1 for “"Contrastive explanations"”.

  1. Supporting Human Performance with Post-hoc Explanations in Automated Decision Assistance

    … promote appropriate reliance behaviors. Post-hoc explanations have emerged as a strategy to support appropriate reliance on automated decision aids based on machine learning. However, existing methods to generate post-hoc explanations often fail to demonstrate systematic effectiveness in aiding …

    toronto-retro Repository record for Supporting Human Performance with Post-hoc Explanations in Automated Decision Assistance (opens in a new tab)