Northwestern University

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Equilibrium Measures for t-Distributed Stochastic Neighbor Embedding

Description:

The purpose of this thesis is to study the empirical measure of the t-distributed stochastic neighbor embedding algorithm (t-SNE) when the input is given by n independent, identically distributed inputs.We show that this sequence of measures converges to an equilibrium measure, which can be described as the solution of a...

Keyword:

Probability and Unsupervised Machine Learning

Subject:

Mathematics

Creator:

Fletcher, Daniel

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

05/31/2023

Date Created:

2023-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:16523 and etdadmin_upload_983853