"partial information decomposition" Papers

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Decomposing Interventional Causality into Synergistic, Redundant, and Unique Components

Abel Jansma

NEURIPS 2025spotlightarXiv:2501.11447
4
citations

Partial Information Decomposition via Normalizing Flows in Latent Gaussian Distributions

Wenyuan Zhao, Adithya Balachandran, Chao Tian et al.

NEURIPS 2025posterarXiv:2510.04417

What should a neuron aim for? Designing local objective functions based on information theory

Andreas C. Schneider, Valentin Neuhaus, David Ehrlich et al.

ICLR 2025posterarXiv:2412.02482
5
citations