Multivariate mutual information

In information theory there have been various attempts over the years to extend the definition of mutual information to more than two random…

Papers overview

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2018

We study the change of multivariate mutual information among a set of random variables when some common randomness is added to or…

2017

This paper presents method and result of analysis on the multivariate mutual information of an interferometric radar altimeter…

2017

The multiterminal secret key agreement problem by public discussion is formulated with an additional source compression step…

2017

Exploratory data analysis is an essential step in discovering patterns and relationships in data. However, the exploration may…

2017

In electroencephalography(EEG)-based brain computer interfaces (BCIs), interactions between different areas of the user's brain…

2016

Information fusion is one of the essential part of distributed wireless sensor networks as well as perceptual user interfaces…

2015

We introduce a new framework for unsupervised learning of representations based on a novel hierarchical decomposition of…

2015

This paper considers two mutual-information based approaches for clustering random variables proposed in the literature…

2014

2012

Most studies on biological networks until now focus only on pairwise interactions/relationships. However interactions…