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researcher

Andrew Davison

2 papers hereh-index 13 citations3 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • stat.ME1
  • stat.ML1
same name
  • Andrew Davison — 1 paper, h 1

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

most citedCommunity Detection Guarantees Using Embeddings Learned by Node2Vec

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

stat.ME2026

Community Detection from Aggregated Relational Data: Identifiability and Spectral Recovery

Andrew Davison, Owen G. Ward

Aggregated relational data replaces a fully observed network with a compressed version, where survey respondents are asked questions such as ``How many of your friends belong to gr…

stat.ML2023★ 1 cited

Community Detection Guarantees Using Embeddings Learned by Node2Vec

Andrew Davison, S. Carlyle Morgan, Owen G. Ward

Embedding the nodes of a large network into an Euclidean space is a common objective in modern machine learning, with a variety of tools available. These embeddings can then be use…

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