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Francesca Toni

2 papers here

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

author position
  • middle author1
  • last author1

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

fields
  • cs.LG2
same name
  • Francesca Toni — 50 papers, h 50
  • Francesca Toni — 7 papers
  • Francesca Toni — 4 papers
  • Francesca Toni — 4 papers
  • Francesca Toni — 2 papers
  • Francesca Toni — 1 paper, h 4

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 citedXAI-Units: Benchmarking Explainability Methods with Unit Tests

3 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

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…

cs.LG2025★ 3 cited

XAI-Units: Benchmarking Explainability Methods with Unit Tests

Jun Rui Lee, Sadegh Emami, Michael David Hollins +5

Feature attribution (FA) methods are widely used in explainable AI (XAI) to help users understand how the inputs of a machine learning model contribute to its outputs. However, dif…

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