209 citations · 409 across the 19 of their papers we have counts for
4 papers · 1 filter
Monte Carlo Techniques for Approximating the Myerson Value -- Theoretical and Empirical Analysis
Mateusz K. Tarkowski, Szymon Matejczyk, Tomasz P. Michalak +1
Myerson first introduced graph-restricted games in order to model the interaction of cooperative players with an underlying communication network. A dedicated solution concept -- t…
A Game-Theoretic Algorithm for Link Prediction
Mateusz Tarkowski, Tomasz Michalak, Michael Wooldridge
Predicting edges in networks is a key problem in social network analysis and involves reasoning about the relationships between nodes based on the structural properties of a networ…
Hiding in Multilayer Networks
Marcin Waniek, Tomasz P. Michalak, Talal Rahwan
Multilayer networks allow for modeling complex relationships, where individuals are embedded in multiple social networks at the same time. Given the ubiquity of such relationships,…
Adversarial Robustness of Similarity-Based Link Prediction
Kai Zhou, Tomasz P. Michalak, Yevgeniy Vorobeychik
Link prediction is one of the fundamental problems in social network analysis. A common set of techniques for link prediction rely on similarity metrics which use the topology of t…