59 citations · 65 across the 2 of their papers we have counts for
3 papers
Anomaly detection with Wasserstein GAN
Ilyass Haloui, Jayant Sen Gupta, Vincent Feuillard
Generative adversarial networks are a class of generative algorithms that have been widely used to produce state-of-the-art samples. In this paper, we investigate GAN to perform an…
Calibration of One-Class SVM for MV set estimation
Albert Thomas, Vincent Feuillard, Alexandre Gramfort
A general approach for anomaly detection or novelty detection consists in estimating high density regions or Minimum Volume (MV) sets. The One-Class Support Vector Machine (OCSVM)…
Numerical studies of the metamodel fitting and validation processes
Bertrand Iooss, Loïc Boussouf, Vincent Feuillard +1
Complex computer codes, for instance simulating physical phenomena, are often too time expensive to be directly used to perform uncertainty, sensitivity, optimization and robustnes…