conftrace_

probabilistic principal component analysis

12 papers

Explore in graph

Also known as

PPCA

Co-occurring keywords

probabilistic pca (12) dimensionality reduction (720) matrix completion (356) bayesian inference (1907) variational inference (2069) factor analysis (62) covariance modeling (6) variational bayesian matrix factorization (2) gaussian copula (23) nuclear norm (79)

Papers

Adaptive Latent Feature Sharing for Piecewise Linear Dimensionality Reduction JMLR 2024
On the Consistency of Maximum Likelihood Estimation of Probabilistic Principal Component Analysis NIPS 2023
Estimation and Imputation in Probabilistic Principal Component Analysis with Missing Not At Random Data NIPS 2020
Matrix Completion with Quantified Uncertainty through Low Rank Gaussian Copula NIPS 2020
Generalized probabilistic principal component analysis of correlated data JMLR 2020
Representing and Learning High Dimensional Data With the Optimal Transport Map From a Probabilistic Viewpoint CVPR 2018
Mixture of Bilateral-Projection Two-Dimensional Probabilistic Principal Component Analysis CVPR 2016
Pushing the Limits of Affine Rank Minimization by Adapting Probabilistic PCA ICML 2015
Sparse Submodular Probabilistic PCA AISTATS 2015
Robust Multi-Image Based Blind Face Hallucination CVPR 2015
Global Solution of Fully-Observed Variational Bayesian Matrix Factorization is Column-Wise Independent NIPS 2011
Probabilistic Relational PCA NIPS 2009