Search Results for author: Ian Taylor

Found 6 papers, 1 papers with code

A framework for fostering transparency in shared artificial intelligence models by increasing visibility of contributions

no code implementations5 Mar 2021 Iain Barclay, Harrison Taylor, Alun Preece, Ian Taylor, Dinesh Verma, Geeth de Mel

Increased adoption of artificial intelligence (AI) systems into scientific workflows will result in an increasing technical debt as the distance between the data scientists and engineers who develop AI system components and scientists, researchers and other users grows.

Quantifying Transparency of Machine Learning Systems through Analysis of Contributions

no code implementations8 Jul 2019 Iain Barclay, Alun Preece, Ian Taylor, Dinesh Verma

Increased adoption and deployment of machine learning (ML) models into business, healthcare and other organisational processes, will result in a growing disconnect between the engineers and researchers who developed the models and the model's users and other stakeholders, such as regulators or auditors.

BIG-bench Machine Learning

Defining the Collective Intelligence Supply Chain

no code implementations25 Sep 2018 Iain Barclay, Alun Preece, Ian Taylor

Organisations are increasingly open to scrutiny, and need to be able to prove that they operate in a fair and ethical way.

Fairness

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