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J. Liley

8 papers hereh-index 9624 citations31 works total

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

author position
  • sole author2
  • first author2
  • middle author1
  • last author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • stat.ME3
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedModel updating after interventions paradoxically introduces bias

7 citations · 10 across the 6 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 2 cited

GRAIMATTER Green Paper: Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs)

Emily Jefferson, James Liley, Maeve Malone +16

TREs are widely, and increasingly used to support statistical analysis of sensitive data across a range of sectors (e.g., health, police, tax and education) as they enable secure a…

stat.ML2022★ 1 cited

Holdouts set for safe predictive model updating

Sami Haidar-Wehbe, Samuel R Emerson, Louis J M Aslett +1

Predictive risk scores for adverse outcomes are increasingly crucial in guiding health interventions. Such scores may need to be periodically updated due to change in the distribut…

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