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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

Fitting a Putative Manifold to Noisy Data COLT 2018
An Analysis of the t-SNE Algorithm for Data Visualization COLT 2018
Dimensionality Reduced $\ell^{0}$-Sparse Subspace Clustering AISTATS 2018
A Biresolution Spectral Framework for Product Quantization CVPR 2018
TeamCEN at SemEval-2018 Task 1: Global Vectors Representation in Emotion Detection SEMEVAL 2018
Inference via Low-Dimensional Couplings JMLR 2018
A Study of the Classification of Low-Dimensional Data with Supervised Manifold Learning JMLR 2018
Representation Learning of Compositional Data NIPS 2018
HyperTools: a Python Toolbox for Gaining Geometric Insights into High-Dimensional Data JMLR 2018
Inhibition of Occluded Facial Regions for Distance-Based Face Recognition IJCAI 2018
Deep Correlation Structure Preserved Label Space Embedding for Multi-label Classification ACML 2018
Gaussian Lower Bound for the Information Bottleneck Limit JMLR 2018
Simple Classification Using Binary Data JMLR 2018
Dimensionality's Blessing: Clustering Images by Underlying Distribution CVPR 2018
MoNet: Moments Embedding Network CVPR 2018
Exploring How Phone Classification Neural Networks Learn Phonetic Information by Visualising and Interpreting Bottleneck Features INTERSPEECH 2018
Learning Low-Dimensional Temporal Representations ICML 2018
Representation Tradeoffs for Hyperbolic Embeddings ICML 2018
Artificial Bandwidth Extension with Memory Inclusion Using Semi-supervised Stacked Auto-encoders INTERSPEECH 2018
An Active Feature Transformation Method for Attitude Recognition of Video Bloggers INTERSPEECH 2018
Sublinear Time Low-Rank Approximation of Distance Matrices NIPS 2018
Out-of-sample extension of graph adjacency spectral embedding ICML 2018
On Binary Embedding using Circulant Matrices JMLR 2018
BinGAN: Learning Compact Binary Descriptors with a Regularized GAN NIPS 2018
The Price of Fair PCA: One Extra dimension NIPS 2018