89 citations · 354 across the 44 of their papers we have counts for
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cs.HC2021★ 4 cited
Perceptions of Fairness and Trustworthiness Based on Explanations in Human vs. Automated Decision-Making
Jakob Schoeffer, Yvette Machowski, Niklas Kuehl
Automated decision systems (ADS) have become ubiquitous in many high-stakes domains. Those systems typically involve sophisticated yet opaque artificial intelligence (AI) technique…
cs.LG2021★ 14 cited
Detecting Concept Drift With Neural Network Model Uncertainty
Lucas Baier, Tim Schlör, Jakob Schöffer +1
Deployed machine learning models are confronted with the problem of changing data over time, a phenomenon also called concept drift. While existing approaches of concept drift dete…