Browse State-of-the-Art › Leadership Inference
Leadership Inference
4 papers with code · 0 benchmarks · 0 datasets archive 2025-07-28
Leadership is a process of individuals (leaders) who influence a group to achieve collective goals. In nature, leadership can be viewed as a process of initiation of coordinated activity. In the task of leadership inference, the main goals are to infer leaders, relationships between leaders and followers, as well as the process of leaders use to influence the group to achieve collective decisions. In machine learning, leadership inference can be viewed as a problem of finding a latent multi-agent system that governs behaviors of group of individuals from data.
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Most implemented papers archive 2025-07-28
4 shown of 4 papers with code (5 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.
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1 Feb 2020 2 repositories listedWe demonstrate our approaches on an application for studying coordinated collective behavior and other real-world casual-inference datasets and show that our proposed approaches perform better than several existing…
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18 Dec 2019 2 repositories listedTypical operationalizations of Granger causality make a strong assumption that every time point of the effect time series is influenced by a combination of other time series with a fixed time delay.
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4 Nov 2019 1 repository listedGiven a set of time series that includes coordinated movement and a set of candidate strategies as inputs, we provide the first methodology (to the best of our knowledge) to infer whether each individual uses…
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4 Mar 2016 1 repository listedBehavior initiation is a form of leadership and is an important aspect of social organization that affects the processes of group formation, dynamics, and decision-making in human societies and other social animal…
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