Robust Discriminative Clustering with Sparse Regularizers

Nicolas Flammarion, Balamurugan Palaniappan, Francis Bach

Clustering high-dimensional data often requires some form of dimensionality reduction, where clustered variables are separated from "noise-looking" variables. We cast this problem…