20 citations · 70 across the 20 of their papers we have counts for
3 papers · 1 filter
Technologies for Trustworthy Machine Learning: A Survey in a Socio-Technical Context
Ehsan Toreini, Mhairi Aitken, Kovila P. L. Coopamootoo +5
Concerns about the societal impact of AI-based services and systems has encouraged governments and other organisations around the world to propose AI policy frameworks to address f…
Building Rule Hierarchies for Efficient Logical Rule Learning from Knowledge Graphs
Yulong Gu, Yu Guan, Paolo Missier
Many systems have been developed in recent years to mine logical rules from large-scale Knowledge Graphs (KGs), on the grounds that representing regularities as rules enables both…
Towards Learning Instantiated Logical Rules from Knowledge Graphs
Yulong Gu, Yu Guan, Paolo Missier
Efficiently inducing high-level interpretable regularities from knowledge graphs (KGs) is an essential yet challenging task that benefits many downstream applications. In this work…