← Keywords

dimensionality reduction

720 papers

Explore in graph

Also known as

SDR PCA DR

Co-occurring keywords

manifold learning (402) principal component analysis (316) feature extraction (1578) random projection (145) unsupervised learning (3255) representation learning (6174) kernel methods (1096) metric learning (1189) feature selection (649) matrix factorization (529)

Papers

Efficient Dimensionality Reduction for High-Dimensional Network Estimation ICML 2014
An Information Geometry of Statistical Manifold Learning ICML 2014
Sparse PCA via Covariance Thresholding NIPS 2014
Clustered factor analysis of multineuronal spike data NIPS 2014
Optimal Mean Robust Principal Component Analysis ICML 2014
Memory and Computation Efficient PCA via Very Sparse Random Projections ICML 2014
Dimensionality Reduction with Subspace Structure Preservation NIPS 2014
Merging SVMs with Linear Discriminant Analysis: A Combined Model CVPR 2014
Cluster Canonical Correlation Analysis AISTATS 2014
large scale canonical correlation analysis with iterative least squares NIPS 2014
Training Highly Multiclass Classifiers JMLR 2014
A Compact and Discriminative Face Track Descriptor CVPR 2014
Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification CVPR 2014
Constructing Robust Affinity Graphs for Spectral Clustering CVPR 2014
Subspace Embeddings for the Polynomial Kernel NIPS 2014
Transfer Joint Matching for Unsupervised Domain Adaptation CVPR 2014
Nonlinear Dimensionality Reduction of Data by Deep Distributed Random Samplings ACML 2014
Compact Representation for Image Classification: To Choose or to Compress? CVPR 2014
Least Informative Dimensions NIPS 2013
Transfer Feature Learning with Joint Distribution Adaptation ICCV 2013
Linear Sequence Discriminant Analysis: A Model-Based Dimensionality Reduction Method for Vector Sequences ICCV 2013
Fast Subspace Search via Grassmannian Based Hashing ICCV 2013
Optimal Neural Population Codes for High-dimensional Stimulus Variables NIPS 2013
Online PCA for Contaminated Data NIPS 2013
Divvy: Fast and Intuitive Exploratory Data Analysis JMLR 2013