dimensionality reduction

720 papers

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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

Rich Component Analysis ICML 2016

Geometric Mean Metric Learning ICML 2016

Non-Iterative Parameter Estimation for Total Variability Model Using Randomized Singular Value Decomposition INTERSPEECH 2016

Large Margin Discriminant Dimensionality Reduction in Prediction Space NIPS 2016

Learning a Discriminative Null Space for Person Re-Identification CVPR 2016

Efficient Large-Scale Similarity Search Using Matrix Factorization CVPR 2016

Feature selection in functional data classification with recursive maxima hunting NIPS 2016

Scalable Adaptive Stochastic Optimization Using Random Projections NIPS 2016

Optimal Sparse Linear Encoders and Sparse PCA NIPS 2016

Equiangular Kernel Dictionary Learning With Applications to Dynamic Texture Analysis CVPR 2016

Compact Bilinear Pooling CVPR 2016

Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit CVPR 2016

Random Features for Sparse Signal Classification CVPR 2016

Exponential Family Embeddings NIPS 2016

Single Pass PCA of Matrix Products NIPS 2016

Subspace Learning with Partial Information JMLR 2016

Multitask Principal Component Analysis ACML 2016

Universal Background Sparse Coding and Multilayer Bootstrap Network for Speaker Clustering INTERSPEECH 2016

Efficient Private Empirical Risk Minimization for High-dimensional Learning ICML 2016

Principal Component Projection Without Principal Component Analysis ICML 2016

Space-Time Local Embeddings NIPS 2015

Probabilistic Curve Learning: Coulomb Repulsion and the Electrostatic Gaussian Process NIPS 2015

Learning Concept Embeddings With Combined Human-Machine Expertise ICCV 2015

Understanding and Evaluating Sparse Linear Discriminant Analysis AISTATS 2015

Online PCA with Spectral Bounds COLT 2015