↓ Skip to main content
What is this page? Embed badge

Elements of Dimensionality Reduction and Manifold Learning

Overview of attention for book
Cover of 'Elements of Dimensionality Reduction and Manifold Learning'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Introduction
  3. Altmetric Badge
    Chapter 2 Background on Linear Algebra
  4. Altmetric Badge
    Chapter 3 Background on Kernels
  5. Altmetric Badge
    Chapter 4 Background on Optimization
  6. Altmetric Badge
    Chapter 5 Principal Component Analysis
  7. Altmetric Badge
    Chapter 6 Fisher Discriminant Analysis
  8. Altmetric Badge
    Chapter 7 Multidimensional Scaling, Sammon Mapping, and Isomap
  9. Altmetric Badge
    Chapter 8 Locally Linear Embedding
  10. Altmetric Badge
    Chapter 9 Laplacian-Based Dimensionality Reduction
  11. Altmetric Badge
    Chapter 10 Unified Spectral Framework and Maximum Variance Unfolding
  12. Altmetric Badge
    Chapter 11 Spectral Metric Learning
  13. Altmetric Badge
    Chapter 12 Factor Analysis and Probabilistic Principal Component Analysis
  14. Altmetric Badge
    Chapter 13 Probabilistic Metric Learning
  15. Altmetric Badge
    Chapter 14 Random Projection
  16. Altmetric Badge
    Chapter 15 Sufficient Dimension Reduction and Kernel Dimension Reduction
  17. Altmetric Badge
    Chapter 16 Stochastic Neighbour Embedding
  18. Altmetric Badge
    Chapter 17 Uniform Manifold Approximation and Projection (UMAP)
  19. Altmetric Badge
    Chapter 18 Restricted Boltzmann Machine and Deep Belief Network
  20. Altmetric Badge
    Chapter 19 Deep Metric Learning
  21. Altmetric Badge
    Chapter 20 Variational Autoencoders
  22. Altmetric Badge
    Chapter 21 Adversarial Autoencoders
Attention for Chapter 4: Background on Optimization
Altmetric Badge

Citations

dimensions_citation
109 Dimensions
Summary Dimensions citations
So far, Dimensions has found 109 publications that cite this research output.

109

The most recent citing publications are shown below. View all 109 publications that cite this research output on Dimensions.

This page shows the most recent citations of this research output.

Click here to find out how to access more activity.

This page is provided by Altmetric.