294 citations · 1.2k across the 73 of their papers we have counts for
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stat.ML2023
Evaluation of Active Feature Acquisition Methods for Static Feature Settings
Henrik von Kleist, Alireza Zamanian, Ilya Shpitser +1
Active feature acquisition (AFA) agents, crucial in domains like healthcare where acquiring features is often costly or harmful, determine the optimal set of features for a subsequ…
stat.ML2023★ 2 cited
Evaluation of Active Feature Acquisition Methods for Time-varying Feature Settings
Henrik von Kleist, Alireza Zamanian, Ilya Shpitser +1
Machine learning methods often assume that input features are available at no cost. However, in domains like healthcare, where acquiring features could be expensive or harmful, it…