2 papers
stat.ML2025
Conservative Decisions with Risk Scores
Yishu Wei, Wen-Yee Lee, George Ekow Quaye +1
In binary classification applications, conservative decision-making that allows for abstention can be advantageous. To this end, we introduce a novel approach that determines the o…
stat.ME2025
Enhanced Survival Trees
Ruiwen Zhou, Ke Xie, Lei Liu +3
We introduce a new survival tree method for censored failure time data that incorporates three key advancements over traditional approaches. First, we develop a more computationall…