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researcher

S. Burton

3 papers hereh-index 13683 citations31 works total

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

author position
  • sole author1
  • middle author1
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.SE2
  • cs.LO1

identity via Semantic Scholar / OpenAlex

most citedA causal model of safety assurance for machine learning

6 citations · 6 across the 3 of their papers we have counts for

collaborators
Showing cs.LOShow all

1 paper · 1 filter

cs.LO2021

Logically Sound Arguments for the Effectiveness of ML Safety Measures

Chih-Hong Cheng, Tobias Schuster, Simon Burton

We investigate the issues of achieving sufficient rigor in the arguments for the safety of machine learning functions. By considering the known weaknesses of DNN-based 2D bounding…

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