156 citations · 315 across the 3 of their papers we have counts for
4 papers
HaloAE: An HaloNet based Local Transformer Auto-Encoder for Anomaly Detection and Localization
E. Mathian, H. Liu, L. Fernandez-Cuesta +3
Unsupervised anomaly detection and localization is a crucial task as it is impossible to collect and label all possible anomalies. Many studies have emphasized the importance of in…
Likelihood-free inference in high-dimensional models
Athanasios Kousathanas, Christoph Leuenberger, Jonas Helfer +3
Methods that bypass analytical evaluations of the likelihood function have become an indispensable tool for statistical inference in many fields of science. These so-called likelih…
WFABC: a Wright-Fisher ABC-based approach for inferring effective population sizes and selection coefficients from time-sampled data
Matthieu Foll, Hyunjin Shim, Jeffrey D. Jensen
With novel developments in sequencing technologies, time-sampled data are becoming more available and accessible. Naturally, there have been efforts in parallel to infer population…
Widespread signals of convergent adaptation to high altitude in Asia and America
Matthieu Foll, Oscar E. Gaggiotti, Josephine T. Daub +2
Living at high-altitude is one of the most difficult challenges that humans had to cope with during their evolution. Whereas several genomic studies have revealed some of the genet…