24 citations · 73 across the 16 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
stat.ML2024
Signature Isolation Forest
Marta Campi, Guillaume Staerman, Gareth W. Peters +1
Functional Isolation Forest (FIF) is a recent state-of-the-art Anomaly Detection (AD) algorithm designed for functional data. It relies on a tree partition procedure where an abnor…
cs.CL2024
Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation
Anas Himmi, Guillaume Staerman, Marine Picot +2
Hallucinated translations pose significant threats and safety concerns when it comes to the practical deployment of machine translation systems. Previous research works have identi…