probabilistic pca

Generalized probabilistic principal component analysis of correlated data JMLR 2020 Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse NeurIPS 2019 Loss Landscapes of Regularized Linear Autoencoders ICML 2019 Representing and Learning High Dimensional Data With the Optimal Transport Map From a Probabilistic Viewpoint CVPR 2018 Globally Sparse Probabilistic PCA AISTATS 2016 Condition for Perfect Dimensionality Recovery by Variational Bayesian PCA JMLR 2015 Robust Multi-Image Based Blind Face Hallucination CVPR 2015 Probabilistic Principal Geodesic Analysis NeurIPS 2013 Distributed Probabilistic Learning for Camera Networks with Missing Data NeurIPS 2012 Perfect Dimensionality Recovery by Variational Bayesian PCA NeurIPS 2012 Probabilistic Relational PCA NeurIPS 2009 Bayesian Exponential Family PCA NeurIPS 2008