Viet-Anh on Software Logo

What is: Parametric UMAP?

SourceParametric UMAP embeddings for representation and semi-supervised learning
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

Parametric UMAP is a non-parametric graph-based dimensionality reduction algorithm that extends the second step of UMAP to a parametric optimization over neural network weights, learning a parametric relationship between data and embedding.