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stat.ML2024
A Fresh Look at Sanity Checks for Saliency Maps
Anna Hedström, Leander Weber, Sebastian Lapuschkin +1
The Model Parameter Randomisation Test (MPRT) is highly recognised in the eXplainable Artificial Intelligence (XAI) community due to its fundamental evaluative criterion: explanati…
stat.ML2017★ 34 cited
Understanding and Comparing Deep Neural Networks for Age and Gender Classification
Sebastian Lapuschkin, Alexander Binder, Klaus-Robert Müller +1
Recently, deep neural networks have demonstrated excellent performances in recognizing the age and gender on human face images. However, these models were applied in a black-box ma…