Publications
Explore 585 academic publications
Federated Machine Learning
Today’s artificial intelligence still faces two major challenges. One is that, in most industries, data exists in the form of isolated islands. The other is the strengthening of...
Input-Output Analysis : Foundations and Extensions
This edition of Ronald Miller and Peter Blair's classic textbook is an essential reference for students and scholars in the input-output research and applications community. The...
A new framework for developing and evaluating complex interventions: update of Medical Research Council guidance
Complex interventions are commonly used in the health and social care services, public health practice, and other areas of social and economic policy that have consequences for ...
Climate Change 2021 – The Physical Science Basis
The Working Group I contribution to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC) provides a comprehensive assessment of the physical scien...
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
Convolutional Neural Networks (ConvNets) are commonly developed at a fixed resource budget, and then scaled up for better accuracy if more resources are available. In this paper...
Empirical threshold values for quantitative trait mapping.
Abstract The detection of genes that control quantitative characters is a problem of great interest to the genetic mapping community. Methods for locating these quantitative tra...
Safety and efficacy of the ChAdOx1 nCoV-19 vaccine (AZD1222) against SARS-CoV-2: an interim analysis of four randomised controlled trials in Brazil, South Africa, and the UK
UK Research and Innovation, National Institutes for Health Research (NIHR), Coalition for Epidemic Preparedness Innovations, Bill & Melinda Gates Foundation, Lemann Foundation, ...