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Common information, noise stability, and their extensions
Common information is ubiquitous in information theory and related areas such as
theoretical computer science and discrete probability. However, because there are multiple …
theoretical computer science and discrete probability. However, because there are multiple …
Channel simulation: Theory and applications to lossy compression and differential privacy
CT Li - Foundations and Trends® in Communications and …, 2024 - nowpublishers.com
One-shot channel simulation (or channel synthesis) has seen increasing applications in
lossy compression, differential privacy and machine learning. In this setting, an encoder …
lossy compression, differential privacy and machine learning. In this setting, an encoder …
Communication for generating correlation: A unifying survey
The task of manipulating correlated random variables in a distributed setting has received
attention in the fields of both Information Theory and Computer Science. Often shared …
attention in the fields of both Information Theory and Computer Science. Often shared …
Channel simulation: Finite blocklengths and broadcast channels
We study channel simulation under common randomness assistance in the finite-
blocklength regime and identify the smooth channel max-information as a linear program …
blocklength regime and identify the smooth channel max-information as a linear program …
Rényi resolvability and its applications to the wiretap channel
The conventional channel resolvability problem refers to the determination of the minimum
rate required for an input process so that the output distribution approximates a target …
rate required for an input process so that the output distribution approximates a target …
Optimal redundancy in exact channel synthesis
SM Sriramu, AB Wagner - 2024 IEEE International Symposium …, 2024 - ieeexplore.ieee.org
We consider the redundancy of the exact channel synthesis problem under an iid
assumption. Existing results provide an upper bound on the unnormalized redundancy that …
assumption. Existing results provide an upper bound on the unnormalized redundancy that …
On exact and∞-Rényi common informations
Recently, two extensions of Wyner's common information-exact and Rényi common
informations-were introduced respectively by Kumar, Li, and El Gamal (KLE), and the …
informations-were introduced respectively by Kumar, Li, and El Gamal (KLE), and the …
Large Deviation Analysis for the Reverse Shannon Theorem
SB Li, K Li, L Yu - arxiv preprint arxiv:2410.07984, 2024 - arxiv.org
Channel simulation is to simulate a noisy channel using noiseless channels with unlimited
shared randomness. This can be interpreted as the reverse problem to Shannon's noisy …
shared randomness. This can be interpreted as the reverse problem to Shannon's noisy …
Rate-Limited Quantum-to-Classical Optimal Transport in Finite and Continuous-Variable Quantum Systems
HM Garmaroudi, SS Pradhan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
We consider the rate-limited quantum-to-classical optimal transport in terms of output-
constrained rate-distortion coding for both finite-dimensional and continuous-variable …
constrained rate-distortion coding for both finite-dimensional and continuous-variable …
[HTML][HTML] Indicators and measures for measuring the level of information intelligence
The concept of information intelligence encompasses various aspects such as information
and communication skills, information literacy, information behavior, individual and …
and communication skills, information literacy, information behavior, individual and …