246 citations · 522 across the 10 of their papers we have counts for
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cond-mat.dis-nn2013★ 3 cited
Replication-based Inference Algorithms for Hard Computational Problems
Roberto C. Alamino, Juan P. Neirotti, David Saad
Inference algorithms based on evolving interactions between replicated solutions are introduced and analyzed on a prototypical NP-hard problem - the capacity of the binary Ising pe…
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★ 7 cited
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…