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researcher

Michael Pearce

12 papers hereh-index 10987 citations25 works total

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

author position
  • first author5
  • middle author6

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • stat.ML6
  • cs.LG3
  • math.ST1
  • stat.AP1
  • stat.ME1
same name
  • Michael Pearce — 3 papers, h 2
  • Michael Pearce — 1 paper, h 3
  • Michael Pearce — 1 paper, h 2
  • Michael Pearce — 1 paper, h 1

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
20192026
most citedScalable Global Optimization via Local Bayesian Optimization

143 citations · 179 across the 11 of their papers we have counts for

collaborators
Showing 2020 · cs.LGShow all

1 paper · 2 filters

cs.LG2020★ 4 cited

Bayesian Optimisation vs. Input Uncertainty Reduction

Juan Ungredda, Michael Pearce, Juergen Branke

Simulators often require calibration inputs estimated from real world data and the quality of the estimate can significantly affect simulation output. Particularly when performing…

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