Causal Emergence 2.0: Quantifying emergent complexity.
CoRR, March, 2025
Causal emergence is widespread across measures of causation.
CoRR, 2022
The overfitted brain: Dreams evolved to assist generalization.
Patterns, 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
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
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