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The Partial Entropy Decomposition: Decomposing multivariate entropy and mutual information via pointwise common surprisal

6 February 2017

Papers citing "The Partial Entropy Decomposition: Decomposing multivariate entropy and mutual information via pointwise common surprisal"

8 / 8 papers shown

Information-Theoretic Measures on Lattices for High-Order InteractionsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024

Zhaolu Liu

Mauricio Barahona

Robert L. Peach

395

13 Mar 2025

Surveying the space of descriptions of a composite system with machine learningPhysical Review Letters (PRL), 2024

Kieran A. Murphy

Yujing Zhang

D. Bassett

468

27 Nov 2024

Interaction Measures, Partition Lattices and Kernel Tests for High-Order InteractionsNeural Information Processing Systems (NeurIPS), 2023

380

01 Jun 2023

Covered Information Disentanglement: Model Transparency via Unbiased Permutation Importance

164

18 Nov 2021

Quantifying multivariate redundancy with maximum entropy decompositions of mutual information

D. Chicharro

175

13 Aug 2017

Invariant components of synergy, redundancy, and unique information among three variables

156

27 Jun 2017

Multivariate Dependence Beyond Shannon Information

R. James

James P. Crutchfield

343

05 Sep 2016

Measuring multivariate redundant information with pointwise common change in surprisal

Robin A. A. Ince

SSL

260

171

16 Feb 2016