Leland McInnes

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 7

Top Topics

Scatter Matrices

Dimension Reduction

Nonlinear Manifold

Density Based Clustering

Top Venues

J. Open Source Softw.

Publications

Tim Sainburg, Leland McInnes, Timothy Q. Gentner
Parametric UMAP Embeddings for Representation and Semisupervised Learning. Neural Comput. 33 (11) (2021)
Tim Sainburg, Leland McInnes, Timothy Q. Gentner
Parametric UMAP: learning embeddings with deep neural networks for representation and semi-supervised learning. CoRR (2020)
Leland McInnes
Topological Methods for Unsupervised Learning. GSI (2019)
Leland McInnes, John Healy
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction. CoRR (2018)
Leland McInnes, John Healy, Nathaniel Saul, Lukas Großberger
UMAP: Uniform Manifold Approximation and Projection. J. Open Source Softw. 3 (29) (2018)
Leland McInnes, John Healy, Steve Astels
hdbscan: Hierarchical density based clustering. J. Open Source Softw. 2 (11) (2017)
Leland McInnes, John Healy
Accelerated Hierarchical Density Based Clustering. ICDM Workshops (2017)