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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].…