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YouTube-SNE
2019/08/28Intro
Manifold learning
Relevant Papers & Agenda
Stochastic Neighbor Embedding (SNE)
Pairwise distances
Distance to Probability
Conditional Probability Math
Adjustment of Variance
Perplexity
How to find the variance
KL-divergence
Shepard Diagram
N-body simulation
Full SNE Algorithm
t-distributed Stochastic Neighbor Embedding (t-SNE)
Crowding Problem and how to solve it
Gaussian vs. Student's t Distribution
Symmetric Probabilities
Early Exaggeration
SNE vs. t-SNE
Brilliant.org Sponsoring
Code
Distill.pub Blogpost
Barnes-Hut t-SNE
Outro