Anastasia Podosinnikova

According to our database, Anastasia Podosinnikova authored at least 5 papers between 2014 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Overcomplete Independent Component Analysis via SDP.

Anastasia Podosinnikova, Amelia Perry, Alexander S. Wein, Francis R. Bach, Alexandre d'Aspremont, David A. Sontag

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

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

PhD thesis, 2016

Beyond CCA: Moment Matching for Multi-View Models.

Anastasia Podosinnikova, Francis R. Bach, Simon Lacoste-Julien

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

Rethinking LDA: Moment Matching for Discrete ICA.

Anastasia Podosinnikova, Francis R. Bach, Simon Lacoste-Julien

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014

Robust PCA: Optimization of the Robust Reconstruction Error Over the Stiefel Manifold.

Anastasia Podosinnikova, Simon Setzer, Matthias Hein

Proceedings of the Pattern Recognition - 36th German Conference, 2014