167 citations · 557 across the 21 of their papers we have counts for
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stat.ML2024★ 7 cited
Interpretable Machine Learning for Survival Analysis
Sophie Hanna Langbein, Mateusz Krzyziński, Mikołaj Spytek +3
With the spread and rapid advancement of black box machine learning models, the field of interpretable machine learning (IML) or explainable artificial intelligence (XAI) has becom…
stat.ML2023★ 6 cited
Performance is not enough: the story told by a Rashomon quartet
Przemyslaw Biecek, Hubert Baniecki, Mateusz Krzyzinski +1
The usual goal of supervised learning is to find the best model, the one that optimizes a particular performance measure. However, what if the explanation provided by this model is…