79 citations · 325 across the 44 of their papers we have counts for
4 papers · 1 filter
The Transsortative Structure of Networks
Xin-Zeng Wu, Allon G. Percus, Keith Burghardt +1
Network topologies can be non-trivial, due to the complex underlying behaviors that form them. While past research has shown that some processes on networks may be characterized by…
Learning Fair and Interpretable Representations via Linear Orthogonalization
Yuzi He, Keith Burghardt, Kristina Lerman
To reduce human error and prejudice, many high-stakes decisions have been turned over to machine algorithms. However, recent research suggests that this does not remove discriminat…
Quantifying the Impact of Cognitive Biases in Question-Answering Systems
Keith Burghardt, Tad Hogg, Kristina Lerman
Crowdsourcing can identify high-quality solutions to problems; however, individual decisions are constrained by cognitive biases. We investigate some of these biases in an experime…
Cascading failures in scale-free interdependent networks
Malgorzata Turalska, Keith Burghardt, Martin Rohden +2
Large cascades are a common occurrence in many natural and engineered complex systems. In this paper we explore the propagation of cascades across networks using realistic network…