3 citations · 3 across the 1 of their papers we have counts for
3 papers
cond-mat.dis-nn2007★ 3 cited
Inference by replication in densely connected systems
Juan P Neirotti, David Saad
An efficient Bayesian inference method for problems that can be mapped onto dense graphs is presented. The approach is based on message passing where messages are averaged over a l…
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…
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…