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Michael A. Osborne

11 papers hereh-index 131.3k citations26 works total

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

author position
  • middle author9
  • last author2

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • stat.ML4
  • stat.ME1
same name
  • Michael A. Osborne — 65 papers, h 39
  • Michael A. Osborne — 10 papers, h 6
  • Michael A. Osborne — 4 papers, h 3
  • Michael A. Osborne — 3 papers, h 2
  • Michael A. Osborne — 2 papers
  • Michael A. Osborne — 2 papers, h 1

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
20152023
most citedBayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization

16 citations · 73 across the 11 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

stat.ML2018★ 10 cited

Bayesian Optimization for Dynamic Problems

Favour M. Nyikosa, Michael A. Osborne, Stephen J. Roberts

We propose practical extensions to Bayesian optimization for solving dynamic problems. We model dynamic objective functions using spatiotemporal Gaussian process priors which captu…

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