144 citations · 424 across the 30 of their papers we have counts for
Showing 2018 · cs.AIShow all
3 papers · 2 filters
cs.AI2018★ 2 cited
FairMod - Making Predictive Models Discrimination Aware
Jixue Liu, Jiuyong Li, Lin Liu +3
Predictive models such as decision trees and neural networks may produce discrimination in their predictions. This paper proposes a method to post-process the predictions of a pred…
cs.AI2018
Discovering Context Specific Causal Relationships
Saisai Ma, Jiuyong Li, Lin Liu +1
With the increasing need of personalised decision making, such as personalised medicine and online recommendations, a growing attention has been paid to the discovery of the contex…
cs.AI2018★ 12 cited
A Unified View of Causal and Non-causal Feature Selection
Kui Yu, Lin Liu, Jiuyong Li
In this paper, we aim to develop a unified view of causal and non-causal feature selection methods. The unified view will fill in the gap in the research of the relation between th…