556 citations · 1.2k across the 14 of their papers we have counts for
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cs.LG2022★ 3 cited
Active Learning with Expected Error Reduction
Stephen Mussmann, Julia Reisler, Daniel Tsai +3
Active learning has been studied extensively as a method for efficient data collection. Among the many approaches in literature, Expected Error Reduction (EER) (Roy and McCallum) h…
cs.LG2013★ 266 cited
Data Analysis with Bayesian Networks: A Bootstrap Approach
Nir Friedman, Moises Goldszmidt, Abraham Wyner
In recent years there has been significant progress in algorithms and methods for inducing Bayesian networks from data. However, in complex data analysis problems, we need to go be…