6 citations · 9 across the 19 of their papers we have counts for
3 papers · 1 filter
Network Model Selection Using Task-Focused Minimum Description Length
Ivan Brugere, Tanya Y. Berger-Wolf
Networks are fundamental models for data used in practically every application domain. In most instances, several implicit or explicit choices about the network definition impact t…
Network Model Selection for Task-Focused Attributed Network Inference
Ivan Brugere, Chris Kanich, Tanya Y. Berger-Wolf
Networks are models representing relationships between entities. Often these relationships are explicitly given, or we must learn a representation which generalizes and predicts ob…
Evaluating Social Networks Using Task-Focused Network Inference
Ivan Brugere, Chris Kanich, Tanya Y. Berger-Wolf
Networks are representations of complex underlying social processes. However, the same given network may be more suitable to model one behavior of individuals than another. In many…