Adversarially-Trained Nonnegative Matrix Factorization

Ting Cai, Vincent Y. F. Tan, Cédric Févotte

We consider an adversarially-trained version of the nonnegative matrix factorization, a popular latent dimensionality reduction technique. In our formulation, an attacker adds an a…