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G. Montana

72 papers hereh-index 407.4k citations145 works total

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

author position
  • first author1
  • middle author7
  • last author63

Across the 71 of 72 papers where every author was matched, so the position is known.

fields
  • stat.ML21
  • cs.LG14
  • stat.ME10
  • q-bio.NC6
  • stat.AP6
  • cs.CV5
same name
  • G. Montana — 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

activity
20072023
most citedPredicting Alzheimer's disease: a neuroimaging study with 3D convolutional neural networks

400 citations · 1.2k across the 67 of their papers we have counts for

collaborators
Showing 2012 · stat.MLShow all

2 papers · 2 filters

stat.ML2012

Subspace clustering of high-dimensional data: a predictive approach

Brian McWilliams, Giovanni Montana

In several application domains, high-dimensional observations are collected and then analysed in search for naturally occurring data clusters which might provide further insights a…

stat.ML2012

Multi-view predictive partitioning in high dimensions

Brian McWilliams, Giovanni Montana

Many modern data mining applications are concerned with the analysis of datasets in which the observations are described by paired high-dimensional vectorial representations or "vi…

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