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John Healy

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titleconferencedate
MAP All the ThingsPyData Los Angeles 20192019-12-03
Embeddings are concrete: numeric vectors plus a distance, built here with UMAP and demonstrated end-to-end on 1.5M BeerAdvocate reviews collapsed to ~104 beer…
Talk on
HDBSCAN, Fast Density Based Clustering, the How and the WhyPyData NYC 20182018-10-11
HDBSCAN becomes a practical tool by converting the naive O(n^2) approach into an O(n log n) implementation using dual‑tree Borůvka and spatial indexing…
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Keynote Panel: Intersection of Enterprise & Carriers...How will 5G Play Out?Open Networking Summit 20172017-04-03
Panel argues 5G drives a shift to massively distributed compute and requires virtualization, NFV/SDN and heavy automation to be viable; operators can convert…
Panel on
Clustering: A Guide for the PerplexedPyData DC 20162016-10-07
Clustering recommendation: use HDBSCAN rather than kmeans because it outputs noise/outliers, finds variable-density clusters, and avoids forcing every point…
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