552 citations · 1.1k across the 22 of their papers we have counts for
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cs.LG2021★ 31 cited
Machine Learning with a Reject Option: A survey
Kilian Hendrickx, Lorenzo Perini, Dries Van der Plas +2
Machine learning models always make a prediction, even when it is likely to be inaccurate. This behavior should be avoided in many decision support applications, where mistakes can…
cs.AI2021★ 10 cited
Leaving Goals on the Pitch: Evaluating Decision Making in Soccer
Maaike Van Roy, Pieter Robberechts, Wen-Chi Yang +2
Analysis of the popular expected goals (xG) metric in soccer has determined that a (slightly) smaller number of high-quality attempts will likely yield more goals than a slew of lo…