Anastasia Podosinnikova | DeepAI

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Alexandre d'Aspremont
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Amelia Perry
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Simon Setzer
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Alexander Wein
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research

∙ 01/24/2019

Overcomplete Independent Component Analysis via SDP

We present a novel algorithm for overcomplete independent components ana...

2 Anastasia Podosinnikova, et al. ∙

research

∙ 02/29/2016

Beyond CCA: Moment Matching for Multi-View Models

We introduce three novel semi-parametric extensions of probabilistic can...

0 Anastasia Podosinnikova, et al. ∙

research

∙ 07/07/2015

Rethinking LDA: moment matching for discrete ICA

We consider moment matching techniques for estimation in Latent Dirichle...

0 Anastasia Podosinnikova, et al. ∙

research

∙ 06/01/2015

Robust PCA: Optimization of the Robust Reconstruction Error over the Stiefel Manifold

It is well known that Principal Component Analysis (PCA) is strongly aff...

0 Anastasia Podosinnikova, et al. ∙

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