Leland McInnes

According to our database, Leland McInnes authored at least 8 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Improving Mapper's Robustness by Varying Resolution According to Lens-Space Density.

Kaleb D. Ruscitti, Leland McInnes

CoRR, 2024

2021

Parametric UMAP Embeddings for Representation and Semisupervised Learning.

Tim Sainburg, Leland McInnes, Timothy Q. Gentner

Neural Comput., 2021

2020

Parametric UMAP: learning embeddings with deep neural networks for representation and semi-supervised learning.

Tim Sainburg, Leland McInnes, Timothy Q. Gentner

CoRR, 2020

2019

Topological Methods for Unsupervised Learning.

Leland McInnes

Proceedings of the Geometric Science of Information - 4th International Conference, 2019

2018

UMAP: Uniform Manifold Approximation and Projection.

Leland McInnes, John Healy, Nathaniel Saul, Lukas Großberger

J. Open Source Softw., 2018

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Leland McInnes, John Healy

CoRR, 2018

2017

hdbscan: Hierarchical density based clustering.

Leland McInnes, John Healy, Steve Astels

J. Open Source Softw., 2017

Accelerated Hierarchical Density Based Clustering.

Leland McInnes, John Healy

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017