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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 2016Show all

4 papers · 1 filter

stat.ML2016★ 4 cited

Active Search for Sparse Signals with Region Sensing

Yifei Ma, Roman Garnett, Jeff Schneider

Autonomous systems can be used to search for sparse signals in a large space; e.g., aerial robots can be deployed to localize threats, detect gas leaks, or respond to distress call…

astro-ph.GA2016★ 54 cited

Statistical properties of damped Lyman-alpha systems from Sloan Digital Sky Survey DR12

Simeon Bird, Roman Garnett, Shirley Ho

We present new estimates for the statistical properties of damped Lyman-α absorbers (DLAs). We compute the column density distribution function at z>2, the line density, $\math…

cs.LG2016★ 5 cited

Exact Sampling from Determinantal Point Processes

Philipp Hennig, Roman Garnett

Determinantal point processes (DPPs) are an important concept in random matrix theory and combinatorics. They have also recently attracted interest in the study of numerical method…

astro-ph.CO2016★ 31 cited

Detecting Damped Lyman-α Absorbers with Gaussian Processes

Roman Garnett, Shirley Ho, Simeon Bird +1

We develop an automated technique for detecting damped Lyman-α absorbers (DLAs) along spectroscopic lines of sight to quasi-stellar objects (QSOs or quasars). The detection of DL…

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