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Gareth O. Roberts

2 papers hereh-index 3230 citations7 works total

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

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • stat.CO1
  • stat.ML1
same name
  • Gareth O. Roberts — 6 papers
  • Gareth O. Roberts — 3 papers, h 1
  • Gareth O. Roberts — 2 papers, h 0
  • Gareth O. Roberts — 1 paper, h 4
  • Gareth O. Roberts — 1 paper, h 0

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

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2024

Stochastic Gradient Piecewise Deterministic Monte Carlo Samplers

Paul Fearnhead, Sebastiano Grazzi, Chris Nemeth +1

Recent work has suggested using Monte Carlo methods based on piecewise deterministic Markov processes (PDMPs) to sample from target distributions of interest. PDMPs are non-reversi…

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