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11/01/2018
Unique Information and Secret Key Agreement
The partial information decomposition (PID) is a promising framework for...
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08/26/2018
A Perspective on Unique Information: Directionality, Intuitions, and Secret Key Agreement
Recently, the partial information decomposition emerged as a promising f...
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08/21/2018
Modes of Information Flow
Information flow between components of a system takes many forms and is ...
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02/07/2017
Trimming the Independent Fat: Sufficient Statistics, Mutual Information, and Predictability from Effective Channel States
One of the most fundamental questions one can ask about a pair of random...
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09/05/2016
Multivariate Dependence Beyond Shannon Information
Accurately determining dependency structure is critical to discovering a...
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07/02/2015
The Elusive Present: Hidden Past and Future Dependency and Why We Build Models
Modeling a temporal process as if it is Markovian assumes the present en...
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