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researcher

D. Ginsbourger

37 papers hereh-index 345.1k citations123 works total

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

author position
  • first author3
  • middle author24
  • last author9

Across the 36 of 37 papers where every author was matched, so the position is known.

fields
  • stat.ML13
  • stat.ME10
  • math.ST5
  • math.OC2
  • math.PR2
  • stat.AP2

identity via Semantic Scholar / OpenAlex

activity
20102025
most citedSequential design of computer experiments for the estimation of a probability of failure

324 citations · 484 across the 31 of their papers we have counts for

collaborators
Showing 2015 · stat.MLShow all

1 paper · 2 filters

stat.ML2015

Differentiating the multipoint Expected Improvement for optimal batch design

Sébastien Marmin, Clément Chevalier, David Ginsbourger

This work deals with parallel optimization of expensive objective functions which are modeled as sample realizations of Gaussian processes. The study is formalized as a Bayesian op…

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