Observable dictionary learning for high-dimensional statistical inference

Lionel Mathelin, Kévin Kasper, Hisham Abou-Kandil

This paper introduces a method for efficiently inferring a high-dimensional distributed quantity from a few observations. The quantity of interest (QoI) is approximated in a basis…