3 papers
stat.ME2024
Two-sided conformalized survival analysis
Chris Holmes, Ariane Marandon
This paper presents a conformal prediction procedure to generate two-sided or one-sided prediction intervals for survival times in the presence of right censoring. Specifically, th…
math.ST2024
Selecting informative conformal prediction sets with false coverage rate control
Ulysse Gazin, Ruth Heller, Ariane Marandon +1
In supervised learning, including regression and classification, conformal methods provide prediction sets for the outcome/label with finite sample coverage for any machine learnin…
stat.ME2023
Conformal link prediction for false discovery rate control
Ariane Marandon
Most link prediction methods return estimates of the connection probability of missing edges in a graph. Such output can be used to rank the missing edges from most to least likely…