2 citations · 2 across the 3 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.CY2022
How fair were COVID-19 restriction decisions? A data-driven investigation of England using the dominance-based rough sets approach
Edward Abel, Sajid Siraj
During the COVID-19 pandemic, several countries have taken the approach of tiered restrictions which has remained a point of debate due to a lack of transparency. Using the dominan…
cs.LG2022★ 2 cited
Shapley value-based approaches to explain the robustness of classifiers in machine learning
Guilherme Dean Pelegrina, Sajid Siraj
The use of algorithm-agnostic approaches is an emerging area of research for explaining the contribution of individual features towards the predicted outcome. Whilst there is a foc…