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researcher

J. Guttag

47 papers hereh-index 6423.3k citations263 works total

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

author position
  • middle author28
  • last author17

Across the 45 of 47 papers where every author was matched, so the position is known.

fields
  • cs.CV22
  • cs.LG13
  • cs.CY3
  • cs.PF2
  • cs.GR1
  • cs.HC1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedVoxelMorph: A Learning Framework for Deformable Medical Image Registration

2.2k citations · 4.4k across the 41 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

cs.SI2017★ 4 cited

Learning the Probability of Activation in the Presence of Latent Spreaders

Maggie Makar, John Guttag, Jenna Wiens

When an infection spreads in a community, an individual's probability of becoming infected depends on both her susceptibility and exposure to the contagion through contact with oth…

cs.PF2017★ 22 cited

Bolt: Accelerated Data Mining with Fast Vector Compression

Davis W Blalock, John V Guttag

Vectors of data are at the heart of machine learning and data mining. Recently, vector quantization methods have shown great promise in reducing both the time and space costs of op…

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