Log d observation time is sufficient and necessary to exactly recover the latent network for sparse weak-interaction stationary Hawkes processes.
Robust dynamic classes revealed by measuring the response function of a social system.Proceedings of the National Academy of Sciences, 105(41):15649– 15653
2 Pith papers cite this work. Polarity classification is still indexing.
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LLM agent societies develop power-law coordination cascades and intellectual elites through an integration bottleneck that grows with system size.
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On Observation Time for Recovering Latent Hawkes Networks
Log d observation time is sufficient and necessary to exactly recover the latent network for sparse weak-interaction stationary Hawkes processes.
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Do Agent Societies Develop Intellectual Elites? The Hidden Power Laws of Collective Cognition in LLM Multi-Agent Systems
LLM agent societies develop power-law coordination cascades and intellectual elites through an integration bottleneck that grows with system size.