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researcher

V. Lyzinski

61 papers hereh-index 242.4k citations91 works total

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

author position
  • sole author1
  • first author9
  • middle author22
  • last author29

Across the 61 of 61 papers where every author was matched, so the position is known.

fields
  • stat.ML25
  • stat.ME9
  • math.ST6
  • math.OC3
  • math.PR3
  • cs.CL2

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedStatistical inference on random dot product graphs: a survey

118 citations · 438 across the 49 of their papers we have counts for

collaborators
Showing math.OCShow all

3 papers · 1 filter

math.OC2023

On seeded subgraph-to-subgraph matching: The ssSGM Algorithm and matchability information theory

Lingyao Meng, Mengqi Lou, Jianyu Lin +2

The subgraph-subgraph matching problem is, given a pair of graphs and a positive integer K, to find K vertices in the first graph, K vertices in the second graph, and a bijec…

math.OC2021★ 5 cited

The Phantom Alignment Strength Conjecture: Practical use of graph matching alignment strength to indicate a meaningful graph match

Donniell E. Fishkind, Felix Parker, Hamilton Sawczuk +5

The alignment strength of a graph matching is a quantity that gives the practitioner a measure of the correlation of the two graphs, and it can also give the practitioner a sense f…

math.OC2013★ 61 cited

Seeded graph matching for correlated Erdős-Rényi graphs

Vince Lyzinski, Donniell E. Fishkind, Carey E. Priebe

Graph matching is an important problem in machine learning and pattern recognition. Herein, we present theoretical and practical results on the consistency of graph matching for es…

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