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04/23/2022
Continuity and Additivity Properties of Information Decompositions
Information decompositions quantify how the Shannon information about a ...
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03/24/2022
Modelling volume-outcome relationships in health care
Despite the ongoing strong interest in associations between quality of c...
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01/23/2020
Maximizing the Bregman divergence from a Bregman family
The problem to maximize the information divergence from an exponential f...
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12/28/2019
Properties of Unique Information
We study the measure of unique information UI(T:X∖ Y) defined by Bertsch...
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01/23/2019
Unique Information and Secret Key Decompositions
The unique information (UI) is an information measure that quantifies a ...
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01/10/2019
Conditional independence ideals with hidden variables
We study a class of determinantal ideals that are related to conditional...
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07/13/2018
Unique Informations and Deficiencies
Given two channels that convey information about the same random variabl...
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04/06/2017
Geometry of Policy Improvement
We investigate the geometry of optimal memoryless time independent decis...
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08/14/2015
Hierarchical Models as Marginals of Hierarchical Models
We investigate the representation of hierarchical models in terms of mar...
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03/17/2015
Quantifying Morphological Computation based on an Information Decomposition of the Sensorimotor Loop
The question how an agent is affected by its embodiment has attracted gr...
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03/01/2013
Maximal Information Divergence from Statistical Models defined by Neural Networks
We review recent results about the maximal values of the Kullback-Leible...
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07/14/2012