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William L. Hamilton

24 papers hereh-index 4244.1k citations80 works total

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

author position
  • first author1
  • middle author13
  • last author10

Across the 24 of 24 papers where every author was matched, so the position is known.

fields
  • cs.LG15
  • cs.CL3
  • cs.SI3
  • cs.AI1
  • cs.IR1
  • stat.ML1
same name
  • William L. Hamilton — 4 papers, h 4
  • William L. Hamilton — 1 paper

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
20172021
most citedCompositional Fairness Constraints for Graph Embeddings

96 citations · 205 across the 5 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2018

Deep Graph Infomax

Petar Veličković, William Fedus, William L. Hamilton +3

We present Deep Graph Infomax (DGI), a general approach for learning node representations within graph-structured data in an unsupervised manner. DGI relies on maximizing mutual in…

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