37 citations · 57 across the 8 of their papers we have counts for
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cs.LG2023★ 2 cited
Glocal Explanations of Expected Goal Models in Soccer
Mustafa Cavus, Adrian Stando, Przemyslaw Biecek
The expected goal models have gained popularity, but their interpretability is often limited, especially when trained using black-box methods. Explainable artificial intelligence t…
cs.LG2023★ 8 cited
The Effect of Balancing Methods on Model Behavior in Imbalanced Classification Problems
Adrian Stando, Mustafa Cavus, Przemysław Biecek
Imbalanced data poses a significant challenge in classification as model performance is affected by insufficient learning from minority classes. Balancing methods are often used to…