Cover Image

Submodularity of Mutual Information for Multivariate Gaussian Sources with Additive Noise

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Crowley, George, Esnaola, Inaki
Format:	Preprint
Published:	2024
Subjects:	Information Theory
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

$α$-Mutual Information for the Gaussian Noise Channel
by: Milanian, Mohammad, et al.
Published: (2026)

Symmetry of concentration and scaling for self-bounding functions
by: Crowley, George, et al.
Published: (2025)

Decentralized Machine Learning with Centralized Performance Guarantees via Gibbs Algorithms
by: Bermudez, Yaiza, et al.
Published: (2026)

Mutual Information Estimation via Score-to-Fisher Bridge for Nonlinear Gaussian Noise Channels
by: Wadayama, Tadashi
Published: (2025)

Proofs for Folklore Theorems on the Radon-Nikodym Derivative
by: Bermudez, Yaiza, et al.
Published: (2025)

Indirect Rate Distortion Functions with Side Information: Structural Properties and Multivariate Gaussian Sources
by: Stylianou, Evagoras, et al.
Published: (2021)

Multivariate Priors and the Linearity of Optimal Bayesian Estimators under Gaussian Noise
by: Barnes, Leighton P., et al.
Published: (2024)

Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization
by: Daunas, Francisco, et al.
Published: (2024)

Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-Divergences
by: Daunas, Francisco, et al.
Published: (2024)

Empirical Risk Minimization with Relative Entropy Regularization
by: Perlaza, Samir M., et al.
Published: (2022)

Information Rates of Channels with Additive White Cauchy Noise
by: Pang, Shuqin, et al.
Published: (2024)

Achievable Second-Order Asymptotics for MAC and RAC with Additive Non-Gaussian Noise
by: Wang, Yiming, et al.
Published: (2024)

Improved Lower Bounds on Mutual Information Accounting for Nonlinear Signal-Noise Interaction
by: Irukulapati, Naga V., et al.
Published: (2016)

Cross Mutual Information
by: Gohil, Chetan, et al.
Published: (2025)

Mutual Information Rate -- Linear Noise Approximation and Exact Computation
by: Reinhardt, Manuel, et al.
Published: (2025)

Implicit and Explicit Formulas of the Joint RDF for a Tuple of Multivariate Gaussian Sources with Individual Square-Error Distortions
by: Stylianou, Evagoras, et al.
Published: (2025)

A Framework of Distributed Source Encryption using Mutual Information Security Criterion and the Strong Converse Theorem
by: Oohama, Yasutada, et al.
Published: (2025)

On Local Mutual-Information Privacy
by: Ngo, Khac-Hoang, et al.
Published: (2024)

Generalized Information Inequalities via Submodularity, and Two Combinatorial Problems
by: Jakhar, Gunank, et al.
Published: (2026)

Progress on the Courtade-Kumar Conjecture: Optimal High-Noise Entropy Bounds and Generalized Coordinate-wise Mutual Information
by: Javanmard, Adel, et al.
Published: (2026)

Sensing Mutual Information with Random Signals in Gaussian Channels: Bridging Sensing and Communication Metrics
by: Xie, Lei, et al.
Published: (2024)

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

A Framework of Variable-Length Source Encryption using Mutual Information Security Criterion: Universal Coding, Strong Converse Theorem
by: Oohama, Yasutada, et al.
Published: (2026)

Nearest-Neighbours Estimators for Conditional Mutual Information
by: Witter, Jake, et al.
Published: (2024)

Memory Complexity of Estimating Entropy and Mutual Information
by: Berg, Tomer, et al.
Published: (2024)

Dispersion of Gaussian Sources with Memory and an Extension to Abstract Sources
by: Tasci, Eyyup, et al.
Published: (2026)

Universal Decoding over Finite-State Additive Channels via Noise Guessing
by: Miyamoto, Henrique K., et al.
Published: (2025)

PANDA: Query Evaluation in Submodular Width
by: Khamis, Mahmoud Abo, et al.
Published: (2024)

Theoretical Analysis of Submodular Information Measures for Targeted Data Subset Selection
by: Beck, Nathan, et al.
Published: (2024)

Mutual Information Multinomial Estimation
by: Chen, Yanzhi, et al.
Published: (2024)

Vendi Information Gain: An Alternative To Mutual Information For Science And Machine Learning
by: Nguyen, Quan, et al.
Published: (2025)

$α$-leakage by Rényi Divergence and Sibson Mutual Information
by: Ding, Ni, et al.
Published: (2024)

Convexity of Mutual Information along the Fokker-Planck Flow
by: Zou, Jiayang, et al.
Published: (2025)

A Generalized Leakage Interpretation of Alpha-Mutual Information
by: Kamatsuka, Akira, et al.
Published: (2026)

Fractional Subadditivity of Submodular Functions: Equality Conditions and Their Applications
by: Jakhar, Gunank, et al.
Published: (2025)

On the Additivity of Optimal Rates for Independent Zero-Error Source and Channel Problems
by: Charpenay, Nicolas, et al.
Published: (2024)

Mutual Information Bounds for Lossy Common Information
by: de Andrade, Anderson
Published: (2025)

Structure Learning via Mutual Information
by: Nixon, Jeremy
Published: (2024)

Mutual Information Bounds in the Shuffle Model
by: Su, Pengcheng, et al.
Published: (2025)

Testing (Conditional) Mutual Information
by: Seyfried, Jan, et al.
Published: (2025)