3 citations · 4 across the 5 of their papers we have counts for
5 papers
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…
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…
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…
Adaptive novelty detection with false discovery rate guarantee
Ariane Marandon, Lihua Lei, David Mary +1
This paper studies the semi-supervised novelty detection problem where a set of "typical" measurements is available to the researcher. Motivated by recent advances in multiple test…
False membership rate control in mixture models
Ariane Marandon, Tabea Rebafka, Etienne Roquain +1
The clustering task consists in partitioning elements of a sample into homogeneous groups. Most datasets contain individuals that are ambiguous and intrinsically difficult to attri…