4 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 4 cited
Deep Anti-Regularized Ensembles provide reliable out-of-distribution uncertainty quantification
Antoine de Mathelin, Francois Deheeger, Mathilde Mougeot +1
We consider the problem of uncertainty quantification in high dimensional regression and classification for which deep ensemble have proven to be promising methods. Recent observat…
cs.LG2021★ 2 cited
A Binded VAE for Inorganic Material Generation
Fouad Oubari, Antoine de Mathelin, Rodrigue Décatoire +1
Designing new industrial materials with desired properties can be very expensive and time consuming. The main difficulty is to generate compounds that correspond to realistic mater…