Generalized t-SNE with radial exponential input kernels and integrable output kernels converges to a compactly supported equilibrium measure when perplexity scales as log(nρ).
Linderman, Manas Rachh, Jeremy G
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Equilibrium Distribution for t-Distributed Stochastic Neighbor Embedding with Generalized Kernels
Generalized t-SNE with radial exponential input kernels and integrable output kernels converges to a compactly supported equilibrium measure when perplexity scales as log(nρ).