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researcher

Matthew M. Dunlop

13 papers hereh-index 11628 citations24 works total

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

author position
  • sole author1
  • first author8
  • middle author4

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • math.ST4
  • stat.ME3
  • math.PR2
  • cs.LG1
  • math.NA1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20152022
most citedIterative Updating of Model Error for Bayesian Inversion

50 citations · 100 across the 11 of their papers we have counts for

collaborators
Showing 2017 · math.STShow all

1 paper · 2 filters

math.ST2017★ 4 cited

How Deep Are Deep Gaussian Processes?

Matthew M. Dunlop, Mark A. Girolami, Andrew M. Stuart +1

Recent research has shown the potential utility of Deep Gaussian Processes. These deep structures are probability distributions, designed through hierarchical construction, which a…

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