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Beyond XAI: Explainable Data-driven Modelling for Human Reasoning and Decision Support

ADM+S Centre, RMIT University 106-108 Victoria Street, Carlton, VIC
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Join this session delivered by ADM+S Affiliate Kacper Sokol and Associate Investigator Danula Hetticachchi as they explore how we can reimagine XAI by drawing upon a broad range of relevant interdisciplinary findings.


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Practical Machine Learning Explainability: Surrogate Explainers and Fairwashing

ADM+S Centre, RMIT University 106-108 Victoria Street, Carlton, VIC
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Join this session delivered by ADM+S Affiliate Kacper Sokol and Associate Investigator Danula Hetticachchi as they introduce the three core components of surrogate explainers: data sampling, interpretable representation and explanation generation in view of text, image and tabular data.


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