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Matt Barnes

7 papers hereh-index 5347 citations13 works total

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

author position
  • sole author1
  • first author4
  • middle author2

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • cs.LG2
  • cs.DB1
  • math.ST1
same name
  • Matt Barnes — 4 papers, h 6

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
20152023
most citedExamining COVID-19 Forecasting using Spatio-Temporal Graph Neural Networks

150 citations · 162 across the 7 of their papers we have counts for

collaborators
Showing 2015Show all

2 papers · 1 filter

cs.DB2015★ 6 cited

A Practioner's Guide to Evaluating Entity Resolution Results

Matt Barnes

Entity resolution (ER) is the task of identifying records belonging to the same entity (e.g. individual, group) across one or multiple databases. Ironically, it has multiple names:…

stat.ML2015

Performance Bounds for Pairwise Entity Resolution

Matt Barnes, Kyle Miller, Artur Dubrawski

One significant challenge to scaling entity resolution algorithms to massive datasets is understanding how performance changes after moving beyond the realm of small, manually labe…

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