Results 251 to 260 of about 15,576,316 (273)

Distributed cooperative information bottleneck

2017 IEEE International Symposium on Information Theory (ISIT), 2017
This paper investigates a scenario where two distant nodes separately observe memoryless process, namely X 1 and X 2 , and can cooperate through multiple exchanges of messages with the goal of enabling a third node to learn “relevant information” (measured in terms of a multi-letter mutual information) about some hidden memoryless process Y, which is ...
Matías Vera, Leonardo Rey Vega, Pablo Piantanida   +2 more
openaire   +2 more sources

Information Bottleneck Problem Revisited

2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2019
In this paper, we revisit the information bottleneck problem whose formulation and solution are of great importance in both information theory and statistical learning applications. We go into details as to why the problem was first introduced and how the algorithm proposed using Lagrangian method to solve such problems fell short of an exact solution.
Farhang Bayat, Shuangqing Wei
openaire   +2 more sources

SOFTCD: SOLVING THE INFORMATION BOTTLENECK

Online and CD-Rom Review, 1998
A fundamental dilemma faced by today's professional information distributors is whether to use CD‐ROM or Web site or both. The CD‐ROM, and its successor DVD (Digital Versatile Disk), have the capacity and performance to support the quantity and quality of multimedia demanded by today's ever more sophisticated market.
openaire   +2 more sources

Information Bottleneck with Local Consistency

2012
Given the joint distribution p(X,Y) of the original variable X and relevant variable Y, the Information Bottleneck (IB) method aims to extract an informative representation of the variable X by compressing it into a "bottleneck" variable T, while maximally preserving the relevant information about the variable Y.
Zhengzheng Lou, Yangdong Ye, Zhenfeng Zhu   +2 more
openaire   +1 more source

The information bottleneck method in communications

2020
Die Information Bottleneck Methode ist ein informationstheoretisches Verfahren, welches auf die Kompression einer beobachteten Zufallsvariable abzielt. Das wichtigste Ziel dieser Kompression ist die Erhaltung sogenannter relevanter Information. Die Methode hat ihren Ursprung im Maschinenlernen und bisher existieren nur wenige Anwendungen der Methode in
openaire   +2 more sources

A comparative experimental study on the influence of bottleneck width on evacuation characteristics of pedestrian flow in funnel shape bottleneck and normal bottleneck

Physica A: Statistical Mechanics and Its Applications, 2023
Weiguo Song, Hongliu Li
exaly  

The impact of Industry 4.0 on bottleneck analysis in production and manufacturing: Current trends and future perspectives

Computers and Industrial Engineering, 2022
Masood Fathi, Ehsan Mahmoodi
exaly  

Experimental Study on Pedestrian Flow through Wide Bottleneck

Transportation Research Procedia, 2014
Maik Boltes, Armin Seyfried, Weichen Liao   +2 more
exaly  

Congestion Behavior and Tolls in a Bottleneck Model with Stochastic Capacity

Transportation Science, 2015
Hai-Jun Huang, Ronghui Liu, Ling-Ling Xiao   +2 more
exaly  

Bottleneck-oriented order release with shifting bottlenecks: An assessment by simulation

International Journal of Production Economics, 2018
Matthias Thürer, Mark Stevenson
exaly