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supervised dimensionality reduction

6 papers

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Co-occurring keywords

supervised learning (434) dimensionality reduction (720) exponential family pca (3) kernelized formulation (1) subgradient bundle method (1) distance metric learning (54) multinomial approximation (2) classification accuracy (55) expectation-maximization (6) geometric structure (82)

Papers

Entangled Kernels - Beyond Separability JMLR 2021
Spectral Feature Scaling Method for Supervised Dimensionality Reduction IJCAI 2018
A Study of the Classification of Low-Dimensional Data with Supervised Manifold Learning JMLR 2018
Latent Coincidence Analysis: A Hidden Variable Model for Distance Metric Learning NIPS 2012
Supervised Exponential Family Principal Component Analysis via Convex Optimization NIPS 2008
DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification NIPS 2008