Jan 26, 2021 · On statistical inference when fixed points of belief propagation are unstable. Authors:Siqi Liu, Sidhanth Mohanty, Prasad Raghavendra.
In particular, we need to work out the value of d for which the trivial fixed point for belief propogation is unstable. To this end, one emulates the cavity ...
On statistical inference when fixed points of belief propagation are unstable. 2022, pp. 395-405,. DOI Bookmark: 10.1109/FOCS52979.2021.00047. Keywords.
Jun 3, 2021 · fixed point for belief propogation is unstable. To this end, one emulates the cavity method heuristic calcu- lations analogous to the one ...
On statistical inference when fixed points of belief propagation are unstable. S Liu, S Mohanty. IEEE Symposium on Foundations of computer science, 2021. 4 ...
However, there may be several fixed points, either stable or unstable. It has been shown that these points coincide with stationary points of the Bethe free ...
Note that the fixed point becomes unstable for ζ > 0.7; SBP stops and provides the last stable solution (that is already close to the exact one) as an ...
On statistical inference when fixed points of belief propagation are unstable · Siqi LiuSidhanth MohantyP. Raghavendra. Computer Science, Mathematics. 2021 IEEE ...
On statistical inference when fixed points of belief propagation are unstable. Conference Paper. Feb 2022. Siqi Liu · Sidhanth Mohanty · Prasad Raghavendra.
Oct 20, 2018 · ... fixed point after successive iterations of BP (the fixed point is unstable). If c \lambda^{2}<1 , the effect of a small perturbation will ...