2025
Causal Emergence 2.0: Quantifying emergent complexity.
CoRR, March, 2025

2022
Causal emergence is widespread across measures of causation.
CoRR, 2022

2021
The overfitted brain: Dreams evolved to assist generalization.
Patterns, 2021

Causal Geometry.
Entropy, 2021

Emergence as the conversion of information: A unifying theory.
CoRR, 2021

Attribute Propagation for Utilities.
Proceedings of the 17th International Symposium on Spatial and Temporal Databases, 2021

2020
Examining the Causal Structures of Deep Neural Networks Using Information Theory.
Entropy, 2020

Examining the causal structures of deep neural networks using information theory.
CoRR, 2020

The Emergence of Informative Higher Scales in Complex Networks.
Complex., 2020

2019
Finding the right scale of a network: Efficient identification of causal emergence through spectral clustering.
CoRR, 2019

Uncertainty and causal emergence in complex networks.
CoRR, 2019