Search Results for author: Ariane Marandon

Found 4 papers, 3 papers with code

Conformal link prediction for false discovery rate control

1 code implementation26 Jun 2023 Ariane Marandon

Most link prediction methods return estimates of the connection probability of missing edges in a graph.

Link Prediction

Adaptive novelty detection with false discovery rate guarantee

1 code implementation13 Aug 2022 Ariane Marandon, Lihua Lei, David Mary, Etienne Roquain

This paper studies the semi-supervised novelty detection problem where a set of "typical" measurements is available to the researcher.

Novelty Detection

False membership rate control in mixture models

2 code implementations4 Mar 2022 Ariane Marandon, Tabea Rebafka, Etienne Roquain, Nataliya Sokolovska

In this paper the approach is revisited in an unsupervised mixture model framework and the purpose is to develop a method that comes with the guarantee that the false membership rate (FMR) does not exceed a pre-defined nominal level $\alpha$.

Attribute Clustering

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