3 citations · 6 across the 4 of their papers we have counts for
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stat.ME2026
Neyman-Pearson Classification with Indecisions: Simultaneous Control of Selective Type I and Type II Errors
Bradley Rava, Bowen Gang
Binary classification often requires controlling both type I and type II error rates at prespecified levels. When the class distributions overlap substantially, the two error limit…
stat.ME2021★ 3 cited
A Burden Shared is a Burden Halved: A Fairness-Adjusted Approach to Classification
Bradley Rava, Wenguang Sun, Gareth M. James +1
We investigate the fairness issue in classification, where automated decisions are made for individuals from different protected groups. In high-consequence scenarios, decision err…
stat.ME2019★ 3 cited
Irrational Exuberance: Correcting Bias in Probability Estimates
Gareth M. James, Peter Radchenko, Bradley Rava
We consider the common setting where one observes probability estimates for a large number of events, such as default risks for numerous bonds. Unfortunately, even with unbiased es…