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researcher

Leland McInnes

7 papers hereh-index 1228.9k citations19 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author4
  • last author1

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • stat.ML2
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedUMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

7.6k citations · 8.1k across the 7 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

stat.ML2017★ 439 cited

Accelerated Hierarchical Density Clustering

Leland McInnes, John Healy

We present an accelerated algorithm for hierarchical density based clustering. Our new algorithm improves upon HDBSCAN*, which itself provided a significant qualitative improvement…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.