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researcher

N. Melab

7 papers hereh-index 294.4k citations217 works total

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

author position
  • first author1
  • middle author2
  • last author4

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.DC2
  • cs.LG1
  • math.OC1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20122023
most citedMulti-fidelity modeling with different input domain definitions using Deep Gaussian Processes

51 citations · 66 across the 6 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

math.OC2018

Efficient Global Optimization using Deep Gaussian Processes

Ali Hebbal, Loic Brevault, Mathieu Balesdent +2

Efficient Global Optimization (EGO) is widely used for the optimization of computationally expensive black-box functions. It uses a surrogate modeling technique based on Gaussian P…

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