← Keywords

principal component analysis

316 papers

Explore in graph

Also known as

FPCA K-PCA WPCA PCA

Co-occurring keywords

dimensionality reduction (720) outlier detection (318) representation learning (6174) streaming algorithm (131) online learning (1770) low-rank approximation (322) differential privacy (1010) feature extraction (1578) matrix factorization (529) variational inference (2069)

Papers

Practical Approaches to Principal Component Analysis in the Presence of Missing Values JMLR 2010
Simple Exponential Family PCA AISTATS 2010
Inferring Stimulus Selectivity from the Spatial Structure of Neural Network Dynamics NIPS 2010
Automatic PCA Dimension Selection for High Dimensional Data and Small Sample Sizes JMLR 2008
A New Algorithm for Estimating the Effective Dimension-Reduction Subspace JMLR 2008
Supervised Exponential Family Principal Component Analysis via Convex Optimization NIPS 2008
Sparse probabilistic projections NIPS 2008
Deflation Methods for Sparse PCA NIPS 2008
Bayesian Exponential Family PCA NIPS 2008
Subspace-Based Face Recognition in Analog VLSI NIPS 2007
Simplified Rules and Theoretical Analysis for Information Bottleneck Optimization and PCA with Spiking Neurons NIPS 2007
Locality and low-dimensions in the prediction of natural experience from fMRI NIPS 2007
In Search of Non-Gaussian Components of a High-Dimensional Distribution JMLR 2006
In-Network PCA and Anomaly Detection NIPS 2006
Randomized PCA Algorithms with Regret Bounds that are Logarithmic in the Dimension NIPS 2006
Probabilistic Non-linear Principal Component Analysis with Gaussian Process Latent Variable Models JMLR 2005