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Information bottleneck method

The information bottleneck method is a technique in information theory introduced by Naftali Tishby, Fernando C. Pereira, and William Bialek. for… 
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Related topics

Related topics

6 relations
Data compressionDistance matrixInformation theoryLagrange multiplier

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2018
Review
2018
Information-Optimum Discrete Signal Processing for Detection and Decoding - Invited Paper
We present an information-theoretic approach to discrete signal processing called information-optimum signal processing for the… 
2015
2015
Trellis based node operations for LDPC decoders from the Information Bottleneck method
We utilize the Information Bottleneck method in a discrete density evolution scheme that was introduced by Brian M. Kurkoski et… 
2015
2015
Linear superposition coding for the Gaussian MAC with quantized feedback
We propose a linear transceiver scheme for the symmetric two-user multiple access channel with additive white Gaussian noise and… 
2011
2011
Segmentation of Microarray Image Using Information Bottleneck
DNA microarrays provide a simple tool to identify andquantify the gene expression for tens of thousands of genessimultaneously… 
2010
2010
Document Clustering using Sequential Information Bottleneck Method
This paper illustrates the Principal Direction Divisive Partitioning (PDDP) algorithm and describes its drawbacks and introduces… 
Review
2009
Review
2009
An Iterative Reinforcement Approach for Fine-Grained Opinion Mining
With the in-depth study of sentiment analysis research, finer-grained opinion mining, which aims to detect opinions on different… 
2008
2008
Deformed statistics formulation of the information bottleneck method
The theoretical basis for a candidate variational principle for the information bottleneck (IB) method is formulated within the… 
2008
2008
Semantic Annotation of Image Based on Information Bottleneck Method
Firstly,a fully unsupervised segmentation algorithm with improved k-means is employed to divide images into regions.Then,a method… 
2006
2006
Analysis of Satellite Image Time Series Based on Information Bottleneck
Derived from Information Theory, the Information Bottleneck principle enables to quantify and qualify the information contained… 
2004
2004
The Information Bottleneck Method [ 1 ]
A fundamental problem in formalizing our intuitive ideas about information is to provide a quantitative notion of “meaningful” or… 
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