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02/23/2023
Capturing and Interpreting Unique Information
Partial information decompositions (PIDs), which quantify information in...
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11/25/2021
Unscented Kalman Filter for Long-Distance Vessel Tracking in Geodetic Coordinates
This paper describes a novel tracking filter, designed primarily for use...
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05/03/2021
Partial Information Decomposition via Deficiency for Multivariate Gaussians
We consider the problem of decomposing the information content of three ...
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12/22/2019
Direct and Indirect Effects – An Information Theoretic Perspective
Information theoretic (IT) approaches to quantifying causal influences h...
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02/01/2019
On the Bias of Directed Information Estimators
When estimating the directed information between two jointly stationary ...
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10/11/2018
Measuring Sample Path Causal Influences with Relative Entropy
We present a sample path dependent measure of causal influence between t...
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05/09/2018
A Sample Path Measure of Causal Influence
We present a sample path dependent measure of causal influence between t...
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06/14/2017