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Jonathan Scarlett

10 papers here

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

author position
  • first author3
  • middle author4
  • last author3

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.IT3
  • cs.LG2
  • stat.ML2
  • cs.GT1
  • eess.SP1
  • math.ST1
ORCID 0000-0003-1403-9160
same name
  • Jonathan Scarlett — 4 papers, h 2
  • Jonathan Scarlett — 4 papers, h 3
  • Jonathan Scarlett — 3 papers
  • Jonathan Scarlett — 1 paper, h 4
  • Jonathan Scarlett — 1 paper

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
20142024
most citedTruncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation

34 citations · 52 across the 10 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2016★ 34 cited

Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation

Ilija Bogunovic, Jonathan Scarlett, Andreas Krause +1

We present a new algorithm, truncated variance reduction (TruVaR), that treats Bayesian optimization (BO) and level-set estimation (LSE) with Gaussian processes in a unified fashio…

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