Cover Image

Novel Inconsistency Results for Partial Information Decomposition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Matthias, Philip Hendrik, Makkeh, Abdullah, Wibral, Michael, Gutknecht, Aaron J.
Format:	Preprint
Published:	2025
Subjects:	Information Theory
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Partial Information Decomposition for Continuous Variables based on Shared Exclusions: Analytical Formulation and Estimation
by: Ehrlich, David A., et al.
Published: (2023)

Shannon invariants: A scalable approach to information decomposition
by: Gutknecht, Aaron J., et al.
Published: (2025)

A General Framework for Interpretable Neural Learning based on Local Information-Theoretic Goal Functions
by: Makkeh, Abdullah, et al.
Published: (2023)

Multivariate Partial Information Decomposition: Constructions, Inconsistencies, and Alternative Measures
by: Lyu, Aobo, et al.
Published: (2025)

What should a neuron aim for? Designing local objective functions based on information theory
by: Schneider, Andreas C., et al.
Published: (2024)

The Whole Is Less than the Sum of Parts: Subsystem Inconsistency in Partial Information Decomposition
by: Lyu, Aobo, et al.
Published: (2025)

Redundancy Maximization as a Principle of Associative Memory Learning
by: Blümel, Mark, et al.
Published: (2025)

Explicit Formula for Partial Information Decomposition
by: Lyu, Aobo, et al.
Published: (2024)

Structural Impossibility of Antichain-Lattice Partial Information Decomposition
by: Lyu, Aobo, et al.
Published: (2026)

Characterising high-order interdependence via entropic conjugation
by: Rosas, Fernando E., et al.
Published: (2024)

Closed-Form Gaussian Estimators for Multi-Source Partial Information Decomposition
by: Lyu, Aobo, et al.
Published: (2026)

Partial Information Decomposition for Data Interpretability and Feature Selection
by: Westphal, Charles, et al.
Published: (2024)

Broadcast Channel Cooperative Gain: An Operational Interpretation of Partial Information Decomposition
by: Tian, Chao, et al.
Published: (2025)

System Information Decomposition
by: Lyu, Aobo, et al.
Published: (2023)

A Unified View of Group Fairness Tradeoffs Using Partial Information Decomposition
by: Hamman, Faisal, et al.
Published: (2024)

Demystifying Local and Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition
by: Hamman, Faisal, et al.
Published: (2023)

Quantifying Knowledge Distillation Using Partial Information Decomposition
by: Dissanayake, Pasan, et al.
Published: (2024)

A Novel Coded Caching Scheme for Partially Cooperative Device-to-Device Networks
by: T., Rashid Ummer N., et al.
Published: (2025)

Functional Information Decomposition: A First-Principles Approach to Analyzing Functional Relationships
by: Bohm, Clifford, et al.
Published: (2025)

Information-Theoretic Thresholds for the Alignments of Partially Correlated Graphs
by: Huang, Dong, et al.
Published: (2024)

Partial Information Decomposition via Normalizing Flows in Latent Gaussian Distributions
by: Zhao, Wenyuan, et al.
Published: (2025)

Towards Formalizing Spuriousness of Biased Datasets Using Partial Information Decomposition
by: Halder, Barproda, et al.
Published: (2024)

Information Decomposition Diagrams Applied beyond Shannon Entropy: A Generalization of Hu's Theorem
by: Lang, Leon, et al.
Published: (2022)

Data Fusion and Aggregation Methods to Develop Composite Indexes for a Sustainable Future
by: Konak, Abdullah
Published: (2025)

Arithmetic Average Density Fusion -- Part I: Some Statistic and Information-theoretic Results
by: Li, Tiancheng, et al.
Published: (2021)

Polarization Decomposition and Its Applications
by: Qi, Tianfu, et al.
Published: (2025)

Subspace Decomposition of Coset Codes
by: Hunn, David, et al.
Published: (2024)

Information-Geometric Decomposition of Generalization Error in Unsupervised Learning
by: Kim, Gilhan
Published: (2026)

Interpretable Diffusion via Information Decomposition
by: Kong, Xianghao, et al.
Published: (2023)

Short-time Variational Mode Decomposition
by: Jia, Hao, et al.
Published: (2025)

Limits on Inferring T-cell Specificity from Partial Information
by: Henderson, James, et al.
Published: (2024)

Partial orders and contraction for BISO channels
by: Hirche, Christoph, et al.
Published: (2025)

Rate-Distortion-Perception Trade-off with Strong Realism Constraints: Role of Side Information and Common Randomness
by: Hamdi, Yassine, et al.
Published: (2025)

New Constructions of Polar Code Based on Refined Error Probability Analysis
by: Noghrei, Hassan, et al.
Published: (2026)

Information Properties of a Random Variable Decomposition through Lattices
by: Meneghetti, Fábio C. C., et al.
Published: (2022)

Collaborative Coded Caching for Partially Connected Networks
by: Akcay, Kagan, et al.
Published: (2025)

Partial Orders in Rate-Matched Polar Codes
by: Liu, Zhichao, et al.
Published: (2024)

New Partial Orders of Polar Codes for BMSC
by: Yao, Liuquan, et al.
Published: (2024)

Cell-Free Massive MIMO with Multi-Antenna Users and Phase Misalignments: A Novel Partially Coherent Transmission Framework
by: Ganesan, Unnikrishnan Kunnath, et al.
Published: (2024)

Constructing Hamiltonian Decompositions of Complete $k$-Uniform Hypergraphs
by: Maheri, Javad, et al.
Published: (2025)