Theoretical Foundations of t-SNE for Visualizing High-Dimensional
Clustered Data

v1v2v3v4 (latest)

Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data

16 May 2021

T. Tony Cai

ArXiv (abs)PDF HTML

Papers citing "Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data"

12 / 12 papers shown

Title
Learning Joint ID-Textual Representation for ID-Preserving Image Synthesis Zichuan Liu Liming Jiang Qing Yan Yumin Jia Hao Kang Xin Lu DiffM 129 0 0 19 Apr 2025
Strada-LLM: Graph LLM for traffic prediction Seyed Mohamad Moghadas Yangxintong Lyu Bruno Cornelis Alexandre Alahi Adrian Munteanu AI4TS 99 1 0 17 Feb 2025
Assessing and improving reliability of neighbor embedding methods: a map-continuity perspective Zhexuan Liu Rong Ma Yiqiao Zhong 147 1 0 22 Oct 2024
Learning Low-Dimensional Nonlinear Structures from High-Dimensional Noisy Data: An Integral Operator Approach Xiucai Ding Rongkai Ma 90 9 0 28 Feb 2022
t-SNE, Forceful Colorings and Mean Field Limits Yulan Zhang Stefan Steinerberger 50 12 0 25 Feb 2021
Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization Yingfan Wang Haiyang Huang Cynthia Rudin Yaron Shaposhnik 246 315 0 08 Dec 2020
Spectral Clustering Revisited: Information Hidden in the Fiedler Vector Adela DePavia Stefan Steinerberger 52 8 0 22 Mar 2020
t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections Angelos Chatzimparmpas Rafael M. Martins Andreas Kerren 70 136 0 17 Feb 2020
Tree-SNE: Hierarchical Clustering and Visualization Using t-SNE Isaac Robinson E. Pierce-Hoffman 13 5 0 13 Feb 2020
Singular vector and singular subspace distribution for the matrix denoising model Z. Bao Xiucai Ding Ke Wang 91 51 0 27 Sep 2018
An Analysis of the t-SNE Algorithm for Data Visualization Sanjeev Arora Wei Hu Pravesh Kothari 71 153 0 05 Mar 2018
Stochastic Neighbor Embedding separates well-separated clusters Uri Shaham Stefan Steinerberger OT DRL 78 24 0 09 Feb 2017

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.