Nicolas Aidan Casey

Differentiable Unsupervised Feature Selection based on a Gated Laplacian

Scientific observations may consist of a large number of variables (features). Selecting a subset of meaningful features is often crucial for identifying patterns hidden in the ambient space. In this paper, we present a method for unsupervised feature selection, and we demonstrate its advantage in c…