Deep $k$-Means: Jointly clustering with $k$-Means and learning representations

Maziar Moradi Fard, Thibaut Thonet, Eric Gaussier

We study in this paper the problem of jointly clustering and learning representations. As several previous studies have shown, learning representations that are both faithful to th…