Erik Hoel

According to our database, Erik Hoel authored at least 15 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Quantifying emergent complexity.

Erik Hoel

Patterns, 2026

2025

A Disproof of Large Language Model Consciousness: The Necessity of Continual Learning for Consciousness.

Erik Hoel

CoRR, December, 2025

Engineering Emergence.

Abel Jansma, Erik Hoel

CoRR, October, 2025

Causal Emergence 2.0: Quantifying emergent complexity.

Erik Hoel

CoRR, March, 2025

Consilience in Causation: Causal Emergence Is Found Across Measures of Causation.

Renzo Comolatti, Erik Hoel

Entropy, 2025

2022

Causal emergence is widespread across measures of causation.

Renzo Comolatti, Erik Hoel

CoRR, 2022

2021

The overfitted brain: Dreams evolved to assist generalization.

Erik Hoel

Patterns, 2021

Causal Geometry.

Pavel Chvykov, Erik Hoel

Entropy, 2021

Emergence as the conversion of information: A unifying theory.

Thomas Varley, Erik Hoel

CoRR, 2021

Attribute Propagation for Utilities.

Dev Oliver, Petko Bakalov, Sangho Kim, Erik Hoel

Proceedings of the 17th International Symposium on Spatial and Temporal Databases, 2021

2020

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

Scythia Marrow, Eric J. Michaud, Erik Hoel

Entropy, 2020

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

Simon Mattsson, Eric J. Michaud, Erik Hoel

CoRR, 2020

The Emergence of Informative Higher Scales in Complex Networks.

Brennan Klein, Erik Hoel

Complex., 2020

2019

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

Ross Griebenow, Brennan Klein, Erik Hoel

CoRR, 2019

Uncertainty and causal emergence in complex networks.

Brennan Klein, Erik Hoel

CoRR, 2019