45 citations · 106 across the 11 of their papers we have counts for
5 papers · 1 filter
An analytical model of active inference in the Iterated Prisoner's Dilemma
Daphne Demekas, Conor Heins, Brennan Klein
This paper addresses a mathematically tractable model of the Prisoner's Dilemma using the framework of active inference. In this work, we design pairs of Bayesian agents that are t…
Spatial scales of COVID-19 transmission in Mexico
Brennan Klein, Harrison Hartle, Munik Shrestha +13
During outbreaks of emerging infectious diseases, internationally connected cities often experience large and early outbreaks, while rural regions follow after some delay. This hie…
Characterizing collective physical distancing in the U.S. during the first nine months of the COVID-19 pandemic
Brennan Klein, Timothy LaRock, Stefan McCabe +13
The COVID-19 pandemic offers an unprecedented natural experiment providing insights into the emergence of collective behavioral changes of both exogenous (government mandated) and…
Network comparison and the within-ensemble graph distance
Harrison Hartle, Brennan Klein, Stefan McCabe +4
Quantifying the differences between networks is a challenging and ever-present problem in network science. In recent years a multitude of diverse, ad hoc solutions to this problem…
The emergence of informative higher scales in complex networks
Brennan Klein, Erik Hoel
The connectivity of a network contains information about the relationships between nodes, which can denote interactions, associations, or dependencies. We show that this informatio…