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Providing Assurance and Scrutability on Shared Data and Machine Learning Models with Verifiable Credentials


May 13, 2021
Iain Barclay, Alun Preece, Ian Taylor, Swapna K. Radha, Jarek Nabrzyski

* This is the submitted, pre-peer reviewed version of this paper 

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


Mar 05, 2021
Iain Barclay, Harrison Taylor, Alun Preece, Ian Taylor, Dinesh Verma, Geeth de Mel

* This is the pre-peer reviewed version of the following article: Barclay I, Taylor H, Preece A, Taylor I, Verma D, de Mel G. A framework for fostering transparency in shared artificial intelligence models by increasing visibility of contributions. Concurrency Computat Pract Exper. 2020;e6129. arXiv admin note: substantial text overlap with arXiv:1907.03483 

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Quantifying Transparency of Machine Learning Systems through Analysis of Contributions


Jul 08, 2019
Iain Barclay, Alun Preece, Ian Taylor, Dinesh Verma


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Defining the Collective Intelligence Supply Chain


Sep 25, 2018
Iain Barclay, Alun Preece, Ian Taylor

* Presented at AAAI FSS-18: Artificial Intelligence in Government and Public Sector, Arlington, Virginia, USA 

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