Dimensionality Reduction via Dynamical Systems: The Case of t-SNE

DOI10.1137/21M1446769MaRDI QIDQ5025739

George C. Linderman, Stefan Steinerberger

Publication date: 3 February 2022

Published in: SIAM Review (Search for Journal in Brave)

zbMATH Keywords

visualizationdimensionality reductiont-SNEattraction-repulsion dynamical system

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Markov chains (discrete-time Markov processes on discrete state spaces) (60J10)

Uses Software

• Gephi
• t-SNE
• UMAP

Cites Work

• Unnamed Item
• Unnamed Item
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
• Clustering with t-SNE, Provably

This page was built for publication: Dimensionality Reduction via Dynamical Systems: The Case of t-SNE