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stat.ML2024
Interpretable Machine Learning for Survival Analysis
Sophie Hanna Langbein, Mateusz KrzyziÅski, MikoÅaj 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.ML2024
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…