Erik Hoel

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 11

Top Topics

Statistical Mechanics

Causal Relationships

Spectral Clustering

Conditional Entropy

Top Venues

Publications

Renzo Comolatti, Erik Hoel
Causal emergence is widespread across measures of causation. CoRR (2022)
Thomas Varley, Erik Hoel
Emergence as the conversion of information: A unifying theory. CoRR (2021)
Pavel Chvykov, Erik Hoel
Causal Geometry. Entropy 23 (1) (2021)
Dev Oliver, Petko Bakalov, Sangho Kim, Erik Hoel
Attribute Propagation for Utilities. SSTD (2021)
Erik Hoel
The overfitted brain: Dreams evolved to assist generalization. Patterns 2 (5) (2021)
Scythia Marrow, Eric J. Michaud, Erik Hoel
Examining the Causal Structures of Deep Neural Networks Using Information Theory. Entropy 22 (12) (2020)
Simon Mattsson, Eric J. Michaud, Erik Hoel
Examining the causal structures of deep neural networks using information theory. CoRR (2020)
Pavel Chvykov, Erik Hoel
Causal Geometry. CoRR (2020)
Brennan Klein, Erik Hoel
The Emergence of Informative Higher Scales in Complex Networks. Complex. 2020 (2020)
Ross Griebenow, Brennan Klein, Erik Hoel
Finding the right scale of a network: Efficient identification of causal emergence through spectral clustering. CoRR (2019)
Brennan Klein, Erik Hoel
Uncertainty and causal emergence in complex networks. CoRR (2019)