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researcher

M. Binois

29 papers hereh-index 181.3k citations57 works total

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

author position
  • first author11
  • middle author16
  • last author1

Across the 28 of 29 papers where every author was matched, so the position is known.

fields
  • math.OC11
  • stat.ME7
  • stat.ML4
  • stat.AP2
  • cond-mat.soft1
  • cs.DC1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedPractical heteroskedastic Gaussian process modeling for large simulation experiments

184 citations · 318 across the 26 of their papers we have counts for

collaborators
Showing 2016 · stat.MLShow all

1 paper · 2 filters

stat.ML2016

A Bayesian optimization approach to find Nash equilibria

Victor Picheny, Mickael Binois, Abderrahmane Habbal

Game theory finds nowadays a broad range of applications in engineering and machine learning. However, in a derivative-free, expensive black-box context, very few algorithmic solut…

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