246 citations · 522 across the 10 of their papers we have counts for
10 papers
Rebellions and Impeachments in a Neural Network Society
Juan Neirotti, Nestor Caticha
Basede on a study of the modern presidencial democracies in South America, we present a statistical mechanics exploration of the collective, coordinated action of political actors…
Strategies for an efficient official publicity campaign
Juan Neirotti
We consider the process of opinion formation, in a society where there is a set of rules, . These rules change over time due to the drift of public opinion, driven in part by pu…
Consensus formation times in fully connected societies
Juan Pablo Neirotti
We developed a statistical mechanics approach to the problem of opinion formation in interacting agents, constrained by a set of social rules, . To provide the agents with an ad…
Replication-based Inference Algorithms for Hard Computational Problems
Roberto C. Alamino, Juan P. Neirotti, David Saad
Inference algorithms based on evolving interactions between replicated solutions are introduced and analyzed on a prototypical NP-hard problem - the capacity of the binary Ising pe…
Inference by replication in densely connected systems
Juan P Neirotti, David Saad
An efficient Bayesian inference method for problems that can be mapped onto dense graphs is presented. The approach is based on message passing where messages are averaged over a l…
Efficient Bayesian Inference for Learning in the Ising Linear Perceptron and Signal Detection in CDMA
Juan P. Neirotti, David Saad
Efficient new Bayesian inference technique is employed for studying critical properties of the Ising linear perceptron and for signal detection in Code Division Multiple Access (CD…