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researcher

Peter A. Flach

University of Bristol

31 papers hereh-index 6216.2k citations303 works total

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

author position
  • middle author8
  • last author19

Across the 27 of 31 papers where every author was matched, so the position is known.

fields
  • cs.LG17
  • stat.ML5
  • cs.AI4
  • cs.CY1
  • cs.DB1
  • cs.DS1
affiliations
  • University of Bristol
Homepage

identity via Semantic Scholar / OpenAlex

activity
20112023
most citedFACE: Feasible and Actionable Counterfactual Explanations

290 citations · 1.2k across the 29 of their papers we have counts for

collaborators
Showing 2021 · cs.AIShow all

1 paper · 2 filters

cs.AI2021★ 15 cited

Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence

Kacper Sokol, Peter Flach

Explainable artificial intelligence and interpretable machine learning are research domains growing in importance. Yet, the underlying concepts remain somewhat elusive and lack gen…

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