467 citations · 506 across the 10 of their papers we have counts for
17 papers
Longitudinal Complex Dynamics of Labour Markets Reveal Increasing Polarisation
Shahad Althobaiti, Ahmad Alabdulkareem, Judy Hanwen Shen +4
In this paper we conduct a longitudinal analysis of the structure of labour markets in the US over 7 decades of technological, economic and policy change. We make use of network sc…
Artificial Intelligence as an Anti-Corruption Tool (AI-ACT) -- Potentials and Pitfalls for Top-down and Bottom-up Approaches
Nils Köbis, Christopher Starke, Iyad Rahwan
Corruption continues to be one of the biggest societal challenges of our time. New hope is placed in Artificial Intelligence (AI) to serve as an unbiased anti-corruption agent. Eve…
Impossible by Conventional Means: Ten Years on from the DARPA Red Balloon Challenge
Alex Rutherford, Manuel Cebrian, Inho Hong +1
Ten years ago, DARPA launched the 'Network Challenge', more commonly known as the 'DARPA Red Balloon Challenge'. Ten red weather balloons were fixed at unknown locations in the US.…
SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning
Ignacio Serna, Aythami Morales, Julian Fierrez +3
We propose a discrimination-aware learning method to improve both accuracy and fairness of biased face recognition algorithms. The most popular face recognition benchmarks assume a…
China's First Workforce Skill Taxonomy
Weipan Xu, Xiaozhen Qin, Xun Li +5
China is the world's second largest economy. After four decades of economic miracles, China's economy is transitioning into an advanced, knowledge-based economy. Yet, we still lack…
Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics
Ignacio Serna, Aythami Morales, Julian Fierrez +3
The most popular face recognition benchmarks assume a distribution of subjects without much attention to their demographic attributes. In this work, we perform a comprehensive disc…