Robust PCA: Optimization of the Robust Reconstruction Error Over the Stiefel Manifold. - Anastasia Podosinnikova; Simon Setzer; Matthias Hein 001 (GCPR, 2014)

Rethinking LDA: Moment Matching for Discrete ICA. - Anastasia Podosinnikova; Francis R. Bach; Simon Lacoste-Julien (NIPS, 2015)

Beyond CCA: Moment Matching for Multi-View Models. - Anastasia Podosinnikova; Francis R. Bach; Simon Lacoste-Julien (ICML, 2016)

On the Method of Moments for Estimation in Latent Variable Models. (Sur la méthode des moments pour d'estimation des modèles à variable latentes). - Anastasia Podosinnikova (2016)

Overcomplete Independent Component Analysis via SDP. - Anastasia Podosinnikova; Amelia Perry; Alexander S. Wein; Francis R. Bach; Alexandre d'Aspremont; David A. Sontag (AISTATS, 2019)