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researcher

David Leslie

4 papers hereh-index 318 citations5 works total

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

author position
  • middle author1
  • last author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • stat.AP1
same name
  • David Leslie — 11 papers, h 8
  • David Leslie — 7 papers, h 4
  • David Leslie — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedStein Variational Gaussian Processes

3 citations · 3 across the 4 of their papers we have counts for

collaborators
Showing 2020 · stat.MLShow all

1 paper · 2 filters

stat.ML2020★ 3 cited

Stein Variational Gaussian Processes

Thomas Pinder, Christopher Nemeth, David Leslie

We show how to use Stein variational gradient descent (SVGD) to carry out inference in Gaussian process (GP) models with non-Gaussian likelihoods and large data volumes. Markov cha…

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