Conditional t-SNE: more informative t-SNE embeddings

DOI10.1007/s10994-020-05917-0OpenAlexW3111700014MaRDI QIDQ2071513

Tijl De Bie, Raúl Santos-Rodríguez, Bo Kang, Jefrey Lijffijt, Darío García-García

Publication date: 28 January 2022

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-020-05917-0

zbMATH Keywords

information theorydimensionality reductiondata visualization

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

SLISEMAP: supervised dimensionality reduction through local explanations

Uses Software

• UCI-ml
• largeVis
• t-SNE
• node2vec
• UMAP
• LargeVis
• ArnetMiner
• DeepWalk

Cites Work

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• Visualizing non-metric similarities in multiple maps
• Supervised principal component analysis: visualization, classification and regression on subspaces and submanifolds
• Multidimensional scaling. I: Theory and method
• RELATIONS BETWEEN TWO SETS OF VARIATES

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