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researcher

R. Garnett

33 papers hereh-index 334.5k citations116 works total

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

author position
  • first author3
  • middle author19
  • last author11

Across the 33 of 33 papers where every author was matched, so the position is known.

fields
  • cs.LG13
  • stat.ML7
  • cs.HC5
  • astro-ph.GA3
  • astro-ph.CO2
  • cond-mat.mtrl-sci1
same name
  • R. Garnett — 1 paper, h 4
  • R. Garnett — 1 paper, h 4

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
20122023
most citedD-VAE: A Variational Autoencoder for Directed Acyclic Graphs

86 citations · 471 across the 33 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 4 cited

The Behavior and Convergence of Local Bayesian Optimization

Kaiwen Wu, Kyurae Kim, Roman Garnett +1

A recent development in Bayesian optimization is the use of local optimization strategies, which can deliver strong empirical performance on high-dimensional problems compared to t…

cs.HC2023★ 1 cited

Human-Computer Collaboration for Visual Analytics: an Agent-based Framework

Shayan Monadjemi, Mengtian Guo, David Gotz +2

The visual analytics community has long aimed to understand users better and assist them in their analytic endeavors. As a result, numerous conceptual models of visual analytics ai…

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