research
∙
04/04/2023
Learning from data with structured missingness
Missing data are an unavoidable complication in many machine learning ta...
share
research
∙
06/12/2022
Don't "research fast and break things": On the ethics of Computational Social Science
This article is concerned with setting up practical guardrails within th...
research
∙
04/12/2022
Data Justice in Practice: A Guide for Developers
The Advancing Data Justice Research and Practice project aims to broaden...
research
∙
04/06/2022
Data Justice Stories: A Repository of Case Studies
The idea of "data justice" is of recent academic vintage. It has arisen ...
research
∙
04/06/2022
Advancing Data Justice Research and Practice: An Integrated Literature Review
The Advancing Data Justice Research and Practice (ADJRP) project aims to...
research
∙
02/06/2022
Human rights, democracy, and the rule of law assurance framework for AI systems: A proposal
Following on from the publication of its Feasibility Study in December 2...
research
∙
10/11/2021
Ethical Assurance: A practical approach to the responsible design, development, and deployment of data-driven technologies
This article offers several contributions to the interdisciplinary proje...
research
∙
06/03/2021
Gaussian Processes on Hypergraphs
We derive a Matern Gaussian process (GP) on the vertices of a hypergraph...
research
∙
04/30/2021
Does "AI" stand for augmenting inequality in the era of covid-19 healthcare?
Among the most damaging characteristics of the covid-19 pandemic has bee...
research
∙
04/22/2021
A Probabilistic Assessment of the COVID-19 Lockdown on Air Quality in the UK
In March 2020 the United Kingdom (UK) entered a nationwide lockdown peri...
research
∙
04/02/2021
Artificial intelligence, human rights, democracy, and the rule of law: a primer
In September 2019, the Council of Europe's Committee of Ministers adopte...
research
∙
03/20/2021
Explaining decisions made with AI: A workbook (Use case 1: AI-assisted recruitment tool)
Over the last two years, The Alan Turing Institute and the Information C...
research
∙
02/06/2021
The Arc of the Data Scientific Universe
In this paper I explore the scaffolding of normative assumptions that su...
research
∙
10/05/2020
Understanding bias in facial recognition technologies
Over the past couple of years, the growing debate around automated facia...
research
∙
09/25/2020
Stein Variational Gaussian Processes
We show how to use Stein variational gradient descent (SVGD) to carry ou...
research
∙
08/15/2020
Tackling COVID-19 through Responsible AI Innovation: Five Steps in the Right Direction
Innovations in data science and AI/ML have a central role to play in sup...
research
∙
06/11/2019