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20162025
most citedBits and Pieces: Understanding Information Decomposition from Part-whole Relationships and Formal Logic

85 citations · 212 across the 17 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

math.OC2018★ 2 cited

Optimizing Bivariate Partial Information Decomposition

Abdullah Makkeh, Dirk Oliver Theis

None of the BROJA information decomposition measures $\mbox{SI}, \mbox{CI}, \mbox{UIy}, \mbox{UIz}$ are convex or concave over the probability simplex. In this paper, we provide fo…

math.OC2018★ 32 cited

BROJA-2PID: A robust estimator for bivariate partial information decomposition

Abdullah Makkeh, Dirk Oliver Theis, Raul Vicente

Makkeh, Theis, and Vicente found in [8] that Cone Programming model is the most robust to compute the Bertschinger et al. partial information decompostion (BROJA PID) measure [1].…