239 citations · 898 across the 33 of their papers we have counts for
4 papers · 1 filter
Beyond integrated information: A taxonomy of information dynamics phenomena
Pedro A. M. Mediano, Fernando Rosas, Robin L. Carhart-Harris +2
Most information dynamics and statistical causal analysis frameworks rely on the common intuition that causal interactions are intrinsically pairwise -- every 'cause' variable has…
Data Disclosure under Perfect Sample Privacy
Borzoo Rassouli, Fernando E. Rosas, Deniz Gunduz
Perfect data privacy seems to be in fundamental opposition to the economical and scientific opportunities associated with extensive data exchange. Defying this intuition, this pape…
Quantifying High-order Interdependencies via Multivariate Extensions of the Mutual Information
Fernando Rosas, Pedro A. M. Mediano, Michael Gastpar +1
This article introduces a model-agnostic approach to study statistical synergy, a form of emergence in which patterns at large scales are not traceable from lower scales. Our frame…
Tangled Worldview Model of Opinion Dynamics
Hardik Rajpal, Fernando Rosas, Henrik Jeldtoft Jensen
We study the joint evolution of worldviews by proposing a model of opinion dynamics, which is inspired in notions from evolutionary ecology. Agents update their opinion on a specif…