38 citations · 92 across the 8 of their papers we have counts for
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cond-mat.dis-nn2005
Efficient Bayesian Inference for Learning in the Ising Linear Perceptron and Signal Detection in CDMA
Juan P. Neirotti, David Saad
Efficient new Bayesian inference technique is employed for studying critical properties of the Ising linear perceptron and for signal detection in Code Division Multiple Access (CD…
cond-mat.dis-nn2005
Equilibration through local information exchange in networks
K. Y. Michael Wong, David Saad
We study the equilibrium states of energy functions involving a large set of real variables, defined on the links of sparsely connected networks, and interacting at the network nod…
cs.IT2005
Improved message passing for inference in densely connected systems
Juan P. Neirotti, David Saad
An improved inference method for densely connected systems is presented. The approach is based on passing condensed messages between variables, representing macroscopic averages of…