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researcher

C. Malherbe

4 papers hereh-index 171.1k citations114 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20152021
most citedGlobal optimization of Lipschitz functions

52 citations · 58 across the 4 of their papers we have counts for

collaborators
Showing 2015 · stat.MLShow all

1 paper · 2 filters

stat.ML2015★ 1 cited

Optimization for Gaussian Processes via Chaining

Emile Contal, Cédric Malherbe, Nicolas Vayatis

In this paper, we consider the problem of stochastic optimization under a bandit feedback model. We generalize the GP-UCB algorithm [Srinivas and al., 2012] to arbitrary kernels an…

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