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Ian Gallagher

10 papers hereh-index 595 citations17 works total

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

author position
  • first author2
  • middle author6
  • last author2

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • stat.ML6
  • cs.LG1
  • cs.SI1
  • math.ST1
  • stat.ME1
same name
  • Ian Gallagher — 4 papers, h 2

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
20192026
most citedSpectral embedding for dynamic networks with stability guarantees

7 citations · 12 across the 10 of their papers we have counts for

collaborators
Showing 2026 · stat.MLShow all

2 papers · 2 filters

stat.ML2026

The ASE-LSE Disagreement Landscape: An End-to-End Characterisation of Extremes and Structural Drivers

Minh Triet Pham, Ian Gallagher

Two of the most widely used methods for analysing graph data, Adjacency Spectral Embedding and Laplacian Spectral Embedding, often produce different results when applied to the sam…

stat.ML2026

Generator-based Graph Generation via Heat Diffusion

Anthony Stephenson, Ian Gallagher, Christopher Nemeth

Graph generative modelling has become an essential task due to the wide range of applications in chemistry, biology, social networks, and knowledge representation. In this work, we…

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