On July 18, 2024, the University of Tartu (M Domnich, R Vicente) presented "Enhancing counterfactual explanation search with diffusion distance and directional coherence" at XAI 2024. This innovative approach uses diffusion distance and directional coherence to find more actionable counterfactual explanations, making AI predictions more understandable.
By enhancing explanation clarity, this work aligns with projects like TRUST AI, which focus on transparency and reliability in AI systems. The presentation showcased how these techniques can improve user trust by providing intuitive explanations.
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