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researcher

Matthew Williams

5 papers hereh-index 313 citations5 works total

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

author position
  • middle author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.LG2
  • cs.CV1
same name
  • Matthew Williams — 2 papers, h 1
  • Matthew Williams — 2 papers, h 0
  • Matthew Williams — 1 paper
  • Matthew Williams — 1 paper, h 15
  • Matthew Williams — 1 paper, h 2
  • Matthew Williams — 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

activity
20232026
most citedPreference-Based Abstract Argumentation for Case-Based Reasoning (with Appendix)

1 citations · 2 across the 5 of their papers we have counts for

collaborators
Showing 2025 · cs.LGShow all

1 paper · 2 filters

cs.LG2025

Clustered Federated Learning via Embedding Distributions

Dekai Zhang, Matthew Williams, Francesca Toni

Federated learning (FL) is a widely used framework for machine learning in distributed data environments where clients hold data that cannot be easily centralised, such as for data…

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