Introducing a graph topology for robust cooperation
Sign Up to like & getrecommendations! Published in 2021 at "Royal Society Open Science"
DOI: 10.1098/rsos.201958
Abstract: Identifying the conditions that support cooperation in spatial evolutionary game theory has been the focus of a large body of work. In this paper, the classical Prisoner's Dilemma is adopted as an interaction model; agents… read more here.
Keywords: robust cooperation; topology robust; introducing graph; topology ... See more keywords
Topology-Aware Graph Pooling Networks
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2021.3062794
Abstract: Pooling operations have shown to be effective on computer vision and natural language processing tasks. One challenge of performing pooling operations on graph data is the lack of locality that is not well-defined on graphs.… read more here.
Keywords: topology aware; graph topology; topology; voting ... See more keywords
Explainability and Graph Learning From Social Interactions
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal and Information Processing over Networks"
DOI: 10.1109/tsipn.2022.3223805
Abstract: Social learning algorithms provide models for the formation of opinions over social networks resulting from local reasoning and peer-to-peer exchanges. Interactions occur over an underlying graph topology, which describes the flow of information among the… read more here.
Keywords: topology; explainability graph; graph topology; learning social ... See more keywords
Evaluating Multi-User Selection for Exploring Graph Topology on Wall-Displays
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DOI: 10.1109/tvcg.2016.2592906
Abstract: Wall-displays allow multiple users to simultaneously view and analyze large amounts of information, such as the increasingly complex graphs present in domains like biology or social network analysis. We focus on how pairs explore graphs… read more here.
Keywords: technique; wall displays; selection; topology ... See more keywords