Exact partial information decompositions for Gaussian systems based on dependency constraints

6 Mar 2018James W. KayRobin A. A. Ince

The Partial Information Decomposition (PID) [arXiv:1004.2515] provides a theoretical framework to characterize and quantify the structure of multivariate information sharing. A new method (Idep) has recently been proposed for computing a two-predictor PID over discrete spaces... (read more)

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